Bhavik SarkhediPersonal branding, built and shipped
The build

The Google Knowledge Panel build

Every artefact we produce, in the order it gets produced, with what each one looks like when it is done properly and the specific way each one gets built wrong.

12artefacts, in order
6measurable gates
27readings in the monthly baseline
4things only you can do
31 min read7,038 words 25 sectionsUpdated 2 Sept 2026

The short version

  • This is a build manual, not a sales page. Twelve artefacts, in dependency order, with a definition of done for each.
  • Six of the twelve are one focused week. The other six are months, because they depend on other people publishing things.
  • Every artefact has a measurable gate. If it cannot be checked, it is not done, it is claimed.
  • The most common failure is not slowness. It is building step seven before step five is true, which quietly wastes the seven.
  • Four artefacts can only be produced by the subject. Knowing which four tells you exactly what an engagement can and cannot buy you.

Most writing about Knowledge Panels explains what one is. Very little of it tells you what actually gets built, in what order, and how you would know whether a given piece is finished. That gap is why so many builds stall: not because anyone was lazy, but because step seven was started before step five was true, and step seven cannot work in that state.

So this is the build manual. Twelve artefacts, in dependency order. For each one: what it is, what done looks like, how you measure it, and the specific way it usually gets built wrong. If you want the commercial version instead, the decision brief on the companion site covers cost, worth and when not to buy.

WatchHow I got my verified Google Knowledge Panel, step by step (part 1 of 3)4:04
Bhavik Sarkhedi on YouTube · 4:04

01The dependency chain, before anything else

The order is the whole method. Each artefact assumes the previous one is already true, and the assumptions are load-bearing rather than stylistic.

The build order, month by monthOur engagement shape. The last two bars are Google's timing, not ours
M0M3M6M9M12Name and identity lockedName and identity locked: month 0 to 1Entity home builtEntity home built: month 0.5 to 2.5Structured data wiredStructured data wired: month 2 to 3Third-party records placedThird-party records placed: month 1 to 7Authorship and booksAuthorship and books: month 2 to 8Entity appears in the graphEntity appears in the graph: month 6 to 9Panel fires on the bare namePanel fires on the bare name: month 6 to 12

Source: Our own eight client records, read live from Google on 31 August 2026

Two examples of what that means in practice. The schema in artefact four contains a sameAs array listing your profiles, so it cannot be correct until artefact five has made those profiles agree with each other. And the witness work in artefact eight asks other people to repeat your identity line verbatim, which requires that artefact one has produced a line worth repeating.

02Artefact 01: the three sentences

Who you are. What you stand for. What result you drive, for whom. Three plain sentences, no adjectives, no positioning language.

Definition of done

  • Each sentence survives being read aloud to somebody outside your industry
  • The first names you, your role and your organisation, in that order
  • None of the three contains the words passionate, innovative, or leading
  • You can say all three the same way twice, a week apart, without checking

How it gets built wrong: it gets skipped, on the grounds that everyone knows who they are. Then artefact three has nothing to open with, artefact seven has no through-line, and artefact eight asks other people to repeat a sentence nobody ever wrote. Roughly a third of engagements pause here, and pausing here is much cheaper than pausing at month six.

03Artefact 02: the brand brain

One private file holding every fact anybody will ever state about you in public. Not a brand book. A reference file.

The six sections of the brand brain, and what each one prevents
SectionWhat goes in itWhy it exists
IdentityThe three sentences, four bios at 1, 75, 150 and 350 wordsSo the same words appear everywhere without being rewritten
Hard factsFounding dates, registration numbers, team size, service areaThese are the facts a machine will state, so they must be stated once
NumbersEvery figure you will stand behind in public, with its sourceMissing numbers here are where invented numbers come from later
ImagesMaster headshot plus a stack of a dozen in different contextsImage similarity is one of the ways a machine confirms one person
ProofCase studies with names, dates and results. Real reviews with sourcesCorroboration you can hand to somebody who asks
SurfacesEvery profile, directory, author page and conference bio carrying your nameYou cannot align what you have not listed

How it gets built wrong: it becomes a folder of assets instead of a file of facts. Assets are easy to gather and they answer no questions. The test is whether somebody who has never met you could write an accurate 150-word bio from it in ten minutes.

04Artefact 03: the entity home

One canonical site on your own name, separate from the company site, linked both ways. This is the address every other record will point at, and the reason the record survives you changing jobs.

  • It is on a domain carrying your name, not a subfolder of the company site
  • The identity line is the first paragraph, in plain text, not inside an image or a hero graphic
  • The master headshot is above the fold
  • There are sections for Books, Media, Speaking, Press and Contact, and empty ones are fine
  • There is a /links page on this domain, and the Linktree is gone
  • It links to the company site and the company site links back

How it gets built wrong: the identity is put in a design element. A hero image containing your name and role is invisible to anything that reads text, which is everything that matters here. If the information exists only in a picture, it does not exist.

Google knowledge panel for Rohit Bassi
One of our records at stage two. The site is the address every other record points at, and this is what that eventually produces. Run this search yourself →

05Artefact 04: the structured data layer

Person JSON-LD on the entity home, Organization JSON-LD on the company site, wired to each other with founder and worksFor. This is the layer you fully control, and it quietly does most of what people wrongly hope Wikidata will do.

Definition of done

  • Exactly one Person block, on the entity home, and it validates
  • Exactly one Organization block, on the company site, and it validates
  • founder on the Organization points at the Person's @id, and worksFor points back
  • sameAs lists only live profiles that are genuinely yours, in canonical URL form
  • Every field is either true or deleted. No placeholder survives to production

How it gets built wrong, two ways. First, sameAs gets padded with directory listings on the theory that more is better. It is not: twenty listings do not beat six real profiles, and the padding is visible. Second, and more expensively, schema gets sold as an AI visibility deliverable.

What adding schema did to citation ratesNegative is not a typo
Google AI OverviewsGoogle AI Overviews: -4.6%-4.6%Google AI ModeGoogle AI Mode: 2.4%2.4%ChatGPTChatGPT: 2.2%2.2%

Source: Ahrefs, 1,885 pages that added JSON-LD against 4,000 controls, four methods

Be clear about what that chart says. Adding JSON-LD was followed by a small, statistically significant decline in AI Overview citations across 1,885 pages measured against 4,000 controls with four independent methods. Ship schema, because rich results and machine-readability are real and separate benefits. Never bill it as AEO. The reason the myth persists is that 53 percent of AI-cited pages carry schema, which is what competence looks like, not what causes citation.

06Artefact 05: profile alignment

Six fields, made identical across every surface you own. Two hours of unglamorous work with the highest return in the entire build.

The six alignment fields and how each one usually breaks
FieldRuleThe usual failure
Name stringCharacter for character, including spacing and capitalisationBhavik Sarkhedi in one place, B. Sarkhedi in another, three weak entities instead of one
HeadshotThe same image file, not a different crop of the same sessionSix different photos, removing a signal for no benefit
HeadlineSame first eight to ten words everywhereRewritten per platform, so the role reads differently in four places
CityWritten the same way, every timeAhmedabad here, Ahmedabad Gujarat there, Remote on the third
First bio lineIdentical, taken from the brand brainWritten fresh each time, which is how job titles drift
Primary linkYour own /links page, never an aggregator on somebody else's domainA Linktree, which hands the hub to a third party

How it gets built wrong: it is done once and then never re-run. This is the most common silent regression in the whole build. Somebody updates LinkedIn in month nine, and the set quietly disagrees again. The quarterly cadence exists mostly for this.

07Artefact 06: instrumentation

Search Console verified on the entity home, using an account the subject will still control in five years.

This one is short and it is the one people most often get wrong in a way that costs them the panel two years later. The same Google account is required to claim the panel and to submit every future edit. Verifying with an agency address, a shared inbox, or an account created for the project means that when the relationship ends, so does the ability to edit.

08Artefact 07: the proof engine

Two cornerstone pieces a month, one case study a month, weekly video clips. Published to the entity home first, then mirrored outward with the first link pointing back home.

  1. Publish to your own domain first. Always. Mirroring a piece that lives on somebody else's platform makes their copy canonical.
  2. Say your canonical name out loud in the first fifteen seconds of every video, and put the same string in the captions.
  3. Shoot landscape. A vertical clip lives on one surface and dies there; a landscape one can be embedded on the site, in a guide, in a newsletter and on the channel.
  4. Case studies carry names, dates and results, or they are paragraphs rather than records.
  5. One piece a month that a stranger could verify beats four that only assert.

How it gets built wrong: volume replaces verifiability. Four posts a week of opinion produce less usable evidence than one case study a month with a named client and a checkable outcome. And on length specifically, the reflex is wrong: correlation between word count and AI citation is 0.04, and over half of cited pages are under a thousand words.

Also watchAuthor Authority: the keystone of personal branding11:37
The authorship half of the proof engine, which is the most durable form of it.

09Artefact 07 in detail: what actually corroborates

The proof engine is the artefact people spend the most effort on and get the least out of, because effort goes into volume and corroboration comes from verifiability. Here is the difference, by content type.

Content types ranked by what they actually corroborate
Content typeCorroboration valueWhy
A case study naming a client, a date and a resultHighestSomebody else can check it. That is the entire definition of corroboration.
An interview on a domain with a publishing historyHighestA third party made an editorial decision to name you, which is the signal Google is looking for
A book with an ISBNHighest, and the most durableIt creates a record class Google already models, and other people cite it without being asked
A conference or podcast bio that names youHighIt sits on somebody else's domain and stays online for years
A contributed piece under your bylineMedium to highDepends entirely on whether the publication has its own authority
A long-form video with your name in the first fifteen secondsMediumYouTube is one of the two universal citation surfaces, so this is worth more than it used to be
A post on your own siteLow on its ownIt is your claim about yourself. Necessary as the canonical version, insufficient as evidence.
A social postVery lowEphemeral, rented, and rarely crawled in a way that attributes it to an entity
A paid directory listingNear zero, sometimes negativeVolume without editorial judgement, and it is visible as such

The practical consequence: one case study a month with a named client beats four opinion posts a week, and it is less work. The reflex to publish more is an SEO habit that does not transfer. On length specifically, the correlation between word count and AI citation is 0.04, and over half of cited pages are under a thousand words.

The video rule that most people get wrong: shoot landscape. A vertical clip lives on one surface and dies there. A landscape one can be embedded on your site, in a guide, in a newsletter, in a press page and on the channel, which means one recording produces five records instead of one. Say your canonical name out loud in the first fifteen seconds and put the identical string in the captions, so the transcript carries the entity.

Also watchStep by step: how I became a personal branding expert globally, organically3:03
How the record accumulates when it is built organically rather than bought.

Publish home first, always. A piece that appears on somebody else's platform before it appears on yours makes their copy canonical, and you have handed away the one thing the whole build is trying to establish. Publish to the entity home, wait for it to be indexed, then mirror outward with the first link pointing back.

10Artefact 08: the corroboration web

The part that takes the months and the part that cannot be bought. Three to five independent witnesses on each of two axes, every one naming you and linking home.

The two axes a record has to crossTrade on one axis, place on the other. The intersection is what cannot be faked
VERTICAL · YOUR TRADEGEOGRAPHIC · YOUR CITYTrade associationTrade associationIndustry podcastIndustry podcastConference bioConference bioSupplier pageSupplier pagePeer interviewPeer interviewLocal pressLocal pressChamber listingChamber listingCharity boardCharity boardCity journalCity journalAllied tradeAllied tradeCivic nodeCivic nodeThe intersectionThe intersection is the pattern nobody can fake

Vertical is your trade: peers, suppliers, associations, conferences, industry podcasts. Geographic is your place: local press, chambers, allied trades, charities, civic bodies. The intersection is the pattern that cannot be faked, because faking it costs more than earning it.

How it gets built wrong in India specifically: the standard playbook for this step is written for American local-service businesses, where the geographic axis is dense with crawlable pages. Here it is thin. The substitution is industry associations, trade bodies, regional business press, university and conference pages, and Indian-language publications that Google crawls and most agencies never look at.

Most-cited domains, by assistantMention share among each platform's top 50 cited domains
YouTube, on AI OverviewsYouTube, on AI Overviews: 21.1%21.1%Reddit, on AI OverviewsReddit, on AI Overviews: 18.5%18.5%YouTube, on PerplexityYouTube, on Perplexity: 31.2%31.2%Reddit, on GeminiReddit, on Gemini: 29.2%29.2%Amazon, on CopilotAmazon, on Copilot: 14.4%14.4%The New York Times, on AI OverviewsThe New York Times, on AI Overviews: 0.4%0.4%

Source: Ahrefs Brand Radar, 1.9 to 4 million queries per platform, read 25 Aug 2026

One more thing that chart settles. Content that lives only on your own site earns very little of the citation share. Reddit and YouTube are the two universal surfaces across almost every assistant, and traditional press underperforms its reputation badly: the New York Times sits 35th on AI Overviews at 0.4 percent mention share. A tier-one placement bought specifically for AI visibility is buying prestige, not citations.

11Artefact 09: the durable accelerators

In descending order of power, and the order matters because the later ones have eligibility gates the earlier ones do not.

  • FirstAuthorship with an ISBN

    A book with an ISBN, plus Author and Book pages on the entity home, is the single most durable accelerator available. It creates a record class Google already models well.

  • SecondWikidata, conditionally

    Only if the notability bar is honestly cleared. It is a much lower bar than Wikipedia and it is still a bar. Attempting it early is not neutral.

  • ThirdPeer proximity

    Five or more podcast appearances alongside people the systems already understand. Being seen next to known entities is itself a signal.

  • FourthGrokipedia and equivalents

    Once every claim in the record is independently verifiable, and not before.

How it gets built wrong: somebody starts with Wikipedia. A deleted article leaves a public deletion record and leaves the subject worse off than never trying. We do not write, buy or place Wikipedia articles, and we will argue about it if asked.

Also watchHow Google Books and the Google Knowledge Panel are connected4:05
How Google Books and the Knowledge Panel are wired together, and what an ISBN does that a blog post cannot.

12Artefact 10: the claim

Ten minutes of work with one field that decides the outcome. The field asks why you are claiming the panel, and almost everybody answers a different question than the one being asked.

Rejected

  • I am the subject of this panel and I would like to manage it
  • This is my personal brand and I want to control what it says
  • A long paragraph about who you are with nothing checkable in it

Approved

  • Named records already in Google's index that identify you
  • The identity line verbatim, matching what those records say
  • Three or four sentences of evidence, not of introduction

Prepare the statement early, even before there is a panel to claim. Writing it tells you precisely which records you are still missing, which makes it a diagnostic as well as a deliverable.

The hard line: this artefact is produced by the subject, from the subject's own account, with the subject's own documents. We prepare the packet and rehearse the field. We do not take identity papers and we do not log in. Anyone willing to do those things is a risk being hired.

13Artefact 11: the lock

Four pillars have to hold at once: the entity home, the structured identity, the corroboration web, and Google surface alignment. Locked means Google has stopped second-guessing.

  • The panel appears for brand-only queries, not just name-plus-qualifier
  • Verified edits land in days rather than weeks
  • Off-brand and wrong images are gone from the panel and the image results
  • You consistently beat namesakes on the bare name, across days, not just once

Two or more of those failing means not locked, whatever the panel looks like on the day you check. The most common state we find on inbound enquiries is a panel that appears about half the time, which reads as instability rather than as a win.

Where our own eight records standRead live from Google, 31 August 2026
Stage 2, panel on the bare name: 4Stage 1, entity record live: 48RECORDS
Stage 2, panel on the bare name 4Stage 1, entity record live 4

Source: Our own eight client records, read live from Google on 31 August 2026

14Artefact 12: the cadence

The build has an end. The record does not. Drift is silent, and the whole point of a cadence is to catch it in weeks rather than at the point where a client mentions it.

The maintenance cadence, and roughly what each interval costs
IntervalWhat you runTime
WeeklySearch your name signed out. Note anything new on page one, good or bad.30 min
MonthlyThe three-assistant baseline: nine prompts across ChatGPT, Claude and Perplexity, same wording every time, answers saved with the date.45 min
QuarterlyThe nine-query audit: name alone, name plus city, name plus role, name plus company, name plus two topics, and three namesake variants.1 hr
QuarterlyOne new third-party record that names you and links home. One is enough. Consistency beats volume.Varies
QuarterlyRe-run the profile alignment check. This is where the silent regression lives.30 min

The monthly baseline is the measurement that actually matters, and it only works if the wording never changes. Twenty-seven readings, scored, compared against last month. The delta is signal. A single month's score in isolation is not, because the prompts contain your own name and field and are therefore not comparable to anybody else's.

15The image stack, which almost nobody ships

Image similarity is one of the ways a machine confirms that six profiles describe one person, and it is the artefact most often reduced to a single headshot. A dozen images, shot deliberately, is a better use of one afternoon than most of what people spend that afternoon on.

The image stack spec, and what goes wrong with each shot
ShotWhat it is forThe common miss
Master headshot, plain backgroundThe file used identically on every profileSix different crops of the same session, which removes the signal
Working shotShows the thing you actually doStaged stock-photo energy, which reads as filler
Speaking or stage shotCorroborates the speaking claim in your bioClaimed in the bio, never evidenced in an image
With other peoplePeer proximity, visibleOnly solo shots, which makes the record feel closed
Environment or workplaceAnchors the geographic half of the recordSkipped entirely by remote-first people
Product, book or artefactTies you to the thing with an ISBN or a nameA cover mockup instead of the real object
Candid, mid-conversationUsed by publications that need something other than a headshotNot supplied, so publications use a screenshot instead
Horizontal and vertical crops of eachDifferent surfaces demand different ratiosOne ratio, so half the surfaces crop your face badly

How it gets built wrong: the whole stack is treated as a branding exercise rather than a corroboration one. The question is not whether the photographs are flattering. It is whether a machine and a journalist can both get what they need without asking you.

16The entity home, page by page

Artefact three in more detail, because a one-line spec produces a one-line site. What a finished entity home contains, and what each page is doing.

The eight pages of a finished entity home
PageWhat it holdsWhat it is for
HomeIdentity line as the first paragraph, master headshot, links out to every profileThe canonical statement. Everything else on the web points here.
AboutThe 350-word bio in third person, chronological, with links to the records that prove each claimThe page a journalist copies from and a machine reads for facts
BooksOne page per title, with ISBN, publisher, date and a buy linkAuthorship is the most durable accelerator and it needs somewhere to live
MediaEvery interview, podcast and article that names you, with outbound linksThe corroboration web, listed in one place a crawler can follow
SpeakingPast and upcoming, with event names and datesEvidences a claim most bios make and never support
PressDownloadable headshots, the four bios, the identity lineSo the next publication states the same facts as the last one
/linksEvery profile, on your own domainReplaces the Linktree and keeps the hub on a domain you own
ContactOne route, that worksThe one page people reach when the rest of it has done its job

Empty sections are fine and honest. A Books page saying nothing is published yet is better than no Books page, because the absence is then a stated fact rather than a gap. A missing section reads as an unanswered question.

17The nine-query audit, as an instrument

The quarterly audit is nine specific queries, and each one exposes a specific defect. Run them signed out, in the same order, and record the result rather than the impression.

The nine queries mapped to the artefact that fixes what each one exposes
#QueryDefect it exposesWhere the fix lives
1Full nameThe headline state of the whole recordEverywhere
2Name plus cityThe geographic axis is missingArtefact 08
3Name plus roleJob title written differently across profilesArtefact 05
4Name plus companyPerson and organisation not linked in a machine-readable wayArtefact 04
5Name plus topic onePublishing exists but is not attributed to youArtefact 07
6Name plus topic twoOne topic passing is coincidence, two is a category signalArtefact 07
7Name in quotesThe namesake count, exactlyArtefact 08, or a different plan entirely
8Name plus namesake's fieldGoogle is currently blending you with somebody elseEscalate, do not publish more
9Name, in Google ImagesThe wrong face is coming backArtefact 05, the image file

That last column is the point of running them. A query failing is not information on its own. A query failing that maps to an artefact you have not finished is a work instruction.

18The measurement: scoring the monthly baseline

Nine prompts, three assistants, 27 readings, scored the same way every month. Without a scoring rule the baseline becomes a feeling, and feelings do not show a delta.

The scoring rule. 27 readings, maximum 54.
ResultScoreWhat it means
Named accurately, with a citation to a page you control2The strongest outcome. There is a source the model trusts and it resolves to you.
Named accurately, no citation or a third-party citation1.5Working normally. Somebody else's page is doing the corroborating, which is the expected state.
Named, but a detail is wrong1The record disagrees with itself somewhere. Find the surface carrying the wrong fact.
Not named, but competitors are0The category question is answered from sources that do not include you. The most common Tier 2 result.
Confused with a namesake-1Worse than absence. Escalate rather than publish.
Refused, or said it does not know0Neutral, and common for private individuals.

Divide the total by 54 for a share-of-voice figure. It is comparable to your own previous months and to nothing else, because the prompts contain your own name and field. Treating it as a benchmark against a competitor is a category error.

Also watchHow I got my verified Google Knowledge Panel, step by step (part 3 of 3)3:26
What happens after the claim is submitted, and how long the review actually took.

19The failure-to-fix matrix

What we look at first when something is not working, in the order we look at it. This is the debugging list, and it is ordered by how often each cause turns out to be the real one.

The debugging order, most-common cause first
SymptomMost likely causeFirst thing to check
Nothing at all after six monthsArtefact 08 never really startedCount the third-party records that name you AND link home. If it is under three, that is the answer.
Entity exists, panel never fires on the bare nameThe name is contested, or the record is thin on one axisQuery 7, the namesake count in quotes
Panel appears sometimes, not alwaysThe record is at the boundary of Google's confidenceWhether the newest third-party record is more than a quarter old
Panel shows the wrong photoThe master headshot is not consistent across profilesQuery 9, images, then artefact 05
Panel description is wrongThe web says it, so Google says itWhich surface carries the wrong phrasing, then change that surface
Assistants describe you wronglyA stale profile or an old bio is the most-crawled sourceSearch the wrong phrase in quotes to find its origin
Everything passes, no business effectThis was probably never a visibility problemBe willing to say so. Not every problem is this one.

That last row matters more than it looks. A meaningful share of enquiries we get are from people whose search results are fine and whose actual problem is somewhere else entirely. Telling them that costs us the sale and is still the right answer.

20The four you cannot buy

Of the twelve, four can only be produced by the subject. Knowing which four tells you exactly what any engagement, ours included, can and cannot buy.

The four artefacts that stay yours whichever route you take
ArtefactWhy it cannot be delegated
01, the three sentencesNobody can decide what you stand for. Wording can be sharpened; the decision cannot be outsourced.
06, the Search Console accountIt has to outlive every vendor relationship you have, including this one.
07, the raw materialA ghostwriter can shape a case study. They cannot have run the project or formed the opinion.
10, the claimIt requires your identity verification. Anyone offering to do it is asking for documents nobody should hand over.

Everything else is execution, and execution is where hiring somebody who has done it fifty times genuinely compresses the calendar. The four above do not compress. Budget about thirty-five hours a year for them and plan the rest around that.

21What this costs and how it runs

$3,000 flat for the twelve-month build. Half at intake, half the day there is an entity identifier or a live card to show. No retainer, no monthly, no upsell ladder. Four builds at a time, because artefact eight cannot be parallelised by hiring.

$3,000flat, twelve months, half up frontNO RETAINER
~35hours a year that stay yoursTHE FOUR
6-12months to a panel on the bare nameHONEST RANGE
Five claims worth checking before you pay for them
Claim you will hear elsewhereWhat the evidence actually says
Schema markup gets you cited by AIA controlled study found AI Overviews -4.6% after adding JSON-LD. Ship schema for rich results, never bill it as AI visibility.
76% of AI Overview citations come from the top 10Superseded. The figure is 37.9%, from a sample roughly twice the size.
Write a listicle putting yourself firstWhen a brand's own listicle was cited, the brand was left out of the recommendation 69% of the time.
Longer articles get cited moreCorrelation between word count and citation is 0.04. Over half of cited pages are under 1,000 words.
A knowledge panel takes 90 daysOur build window is 60 to 90 days. The panel tends to fire on the bare name at 6 to 12 months.

And the refund clause, stated plainly: full refund if nothing is live at twelve months. That is a promise about our conduct, not about Google's, and the difference is the point. We cannot promise a panel because Google offers no application, no guarantee and no service level. What we can promise is that you do not pay for an outcome that did not arrive.

22Our own record

Our eight records and the stage each has reached
NameEntity IDStage reached
Sandeep Tiku/g/11n88rs3s0Stage 2 — panel fires on the bare name
Harsh Pamnani/g/11f0z6v3zrStage 2 — panel fires on the bare name
Rohit Bassi/g/11gbh01wq4Stage 2 — panel fires on the bare name
Wanuri Kahiu/m/09gps9jStage 2 — worked on, not built
Himani Kankaria/g/11rggfbxt1Stage 1 — entity record live
Katerina Khramova/g/11f0zrgtrzStage 1 — entity record live
Sagar Kathrotiya/g/11ld4h_jsyStage 1 — entity record live
Ramesh Pattni/g/11kpwvj02pStage 1 — entity record live

Four at stage two, four at stage one, published together on purpose. One is labelled worked on rather than built because that person already had a partial record when we started. A ninth client is excluded because his entity is in a live namesake collision with an academic of the same name, and unstable proof is not proof.

23What we will not build, and why

Five things get asked for often enough to be worth stating. Each is refused for a reason that costs us money, which is the only kind of refusal worth publishing.

The five refusals, and the substitute for each
The requestWhy we refuseWhat we do instead
Write or place a Wikipedia articleA deleted article leaves a public deletion record and leaves the subject materially worse off than never tryingWikidata, if and only if the notability question has an honest yes
Handle the identity verification for the claimIt requires documents nobody should hand to a vendor, and no engagement is worth holding themPrepare the packet, rehearse the field, hand it over
Buy high-authority backlinksRelevance beats raw authority for entity work, and bought links are a risk carried by the client not the vendorEarned records at the geo-vertical intersection
Guarantee a panel by a dateGoogle offers no application, no guarantee and no service level. A date is a guess dressed as a commitmentA refund clause, which is a promise about our conduct
Start the build when the entity is not readyA panel will not trigger and will not stick on a near-zero record. Taking the money is the expensive mistake for both sidesSay wait, and say what would change the answer

The last one is the one that matters commercially. Roughly a third of enquiries get told to wait, and telling somebody to wait is cheaper than an eighteen-month refund conversation. It is also the single fastest way to find out whether the person you are talking to is selling a method or selling hope.

24Handover: what you own at the end

The engagement ends. The record does not, and neither does your ability to run it. Everything below is yours, in a form you can use without us.

  • The brand brain, as a file, with every fact and bio in it
  • The entity home, on your own domain, with your own hosting and your own registrar
  • The structured data layer, documented, so your next developer does not break it
  • The Search Console property, on your own account, which it was on from day one
  • The full corroboration list: every record, who published it, and when
  • The claim packet, including the rehearsed statement
  • The measurement set: nine queries, nine prompts, the scoring rule, and every dated reading we took
  • The quarterly cadence, written as a checklist somebody else in your team could run

There is no proprietary tool to be locked out of and no account of ours in the chain. That is deliberate: an entity record that depends on a vendor relationship is a record with a single point of failure, and the whole point of this work is durability.

25Where to start

  1. Run the diagnosis: your name in a private window, then a Knowledge Graph lookup. Ninety seconds, and it decides which of three routes you are on.
  2. If an entity identifier already exists, your job is correction rather than construction, which is a shorter and cheaper project.
  3. If you are building yourself, artefact one is an afternoon and everything else quotes it. The day-by-day calendar and the copy-paste toolkit are both free.
  4. Set the monthly baseline now, before anything is built. Without a dated starting point, nothing you do afterwards is measurable.
  5. If you want it built, the intake is an email rather than a form, because the first thing needed is your name spelled the way it appears on things.
$3,000

Flat, for the twelve-month build. Half at intake, half the day there is an entity identifier or a live card to show you. No retainer, no monthly, no upsell ladder. Full refund if nothing is live at twelve months.

What to remember

  1. Twelve artefacts in dependency order. The order is load-bearing, not stylistic.
  2. Every artefact has a gate. Unmeasured is not finished, it is claimed.
  3. Profile alignment is two hours with the highest return in the build, and the most common silent regression.
  4. Ship schema for rich results and machine-readability, never as an AI visibility product.
  5. Artefact eight is where the months go, and in India its geographic axis needs a different source list.
  6. Four artefacts stay yours whatever you pay. Budget about 35 hours a year for them.

Questions people actually ask

What exactly do I receive at the end?

Twelve artefacts, all of which you own and keep: the identity file, the brand brain, the entity home on your own domain, the structured data layer, an aligned profile set, verified instrumentation, a published proof archive, a corroboration web of third-party records, whichever accelerators applied, a rehearsed claim packet, a locked entity, and a documented cadence you can run yourself afterwards.

Can you start at artefact eight? I already have a site.

Almost never, and it is worth understanding why rather than taking it as an upsell. Artefact eight asks other people to name you and repeat your identity line. If artefacts one, three and five are not true, they will repeat something inconsistent, and inconsistent corroboration is worse than none. We do audit what exists and skip what genuinely passes its gate.

How is progress measured before anything is visible?

By gates rather than by feelings. Each of the twelve has a definition of done that can be checked by somebody who is not us. On top of that, the monthly three-assistant baseline gives a dated, comparable number from month one, which is why we set it before building rather than after.

What happens if the entity does not appear?

Full refund at twelve months if nothing is live. Before that, at roughly month six, we re-run the diagnosis honestly. If the underlying record is not accumulating, the correct advice is usually to change the corroboration strategy rather than to keep publishing, and occasionally it is to stop.

Do you handle the Google account and the claim?

No, deliberately. The Search Console account must be one you will still control in five years, and the claim requires your own identity verification. We prepare the packet and rehearse the field that causes most rejections. You submit it. We do not accept identity documents and we do not log into client accounts.

Is a book really necessary?

Not necessary, and it is the most durable accelerator available, which are two different statements. A book with an ISBN creates a record class Google already models well and that other people cite without being asked. Plenty of entities resolve without one. If you are choosing between a book and six months of podcast appearances, the book compounds harder.

What about Wikidata?

Worth doing once the notability question has an honest yes, and it is a much lower bar than Wikipedia. It is not a shortcut and it does not substitute for the corroboration web. An item created for an entity with no independent sources behind it is a thin item, and thin items do not do much.

Why does the corroboration step take months rather than weeks?

Because it depends on other people's publishing calendars, not on ours. An association newsletter comes out quarterly. A conference bio goes up when the programme is finalised. A journalist writes when they have a story. You can compress the asking. You cannot compress the publishing.

What if my name is very common?

Then expect the panel to fire on name-plus-qualifier long before it fires on the bare name, and expect the whole timeline to run longer. If there is already a live collision, where Google serves a different person's panel for your name on different days, that is a separate and harder project and we will say so before taking money.

Do you work with companies or only people?

Both, and they are two different entities that need two different records. An organisation panel does not transfer to its founder and a founder's panel does not transfer to the company. Where both are wanted, the person is usually built first, because the person's record is what makes the founder relationship legible to Google in the first place.

Can I run this myself using this page?

Yes. Everything above is the actual method with the actual gates, and there is no withheld step. The free day-by-day calendar and the copy-paste toolkit fill in the mechanics. What an engagement buys is the execution hours and the pattern recognition from having run it before, not access to anything secret.

How do I know you have actually done this?

Eight named records, four at stage two and four at stage one, each with its Google entity identifier, published on this site and re-checkable by you right now. The stage-one four are the honest half and they are published deliberately.

$3,000 flat Twelve months. Full refund if nothing is live. See the terms