Gap Audit · 7 days · fixed fee

Why are we behind in AI answers, and what should we fix first, by whom?

A Gap Audit traces every answer AI gives your buyers to the reason you were left out, and turns it into a ranked plan with named owners. Six buyer personas, five AI platforms, three runs over eight days, delivered in seven days for a fixed fee.

For the board

What two questions does a Gap Audit answer for the board?

Whether you are on the list when buyers who don't know you ask AI for options, and what AI tells buyers who already know your name. The first decides whether you are considered; the second decides whether you are believed.

Protecting business in motion

“When buyers who already know us ask about us, what are they told?”

This protects referrals, event leads, renewals and every prospect who checks you before a first meeting. It is answered by questions that name you, reported separately and never counted in the Gap.

How does a Gap Audit measure AI visibility?

With your team, we define the six people on a typical buying committee, using your CRM to choose and weight them by how often each one decides or sponsors deals. We then write 60 questions those people would ask without knowing you: ten per persona, four at shortlist, three at evaluation and three at decision.

Every question goes to the five AI assistants your buyers use most, ChatGPT, Gemini, Perplexity, Claude and Google AI Mode, each with its own web search on and searching from your market. Each is asked as a first-time buyer would ask it: no login, no history. We run the full set three times, on days 1, 4 and 8, which gives 900 core answers and a margin of error of about ±3 points on headline measures.

Questions that name you, and three identity checks such as “What is [your company]?”, are reported separately. They show what known buyers are told, and they never count in the Gap.

  • Up to ten tracked competitors, agreed with you, reviewed each quarter
  • Each platform pinned to the model version most buyers get, recorded on every answer
  • One market per Audit; another market can be measured as a separate, comparable run
6buyer personas, weighted by your CRM
60questions written blind, never naming you
5AI platforms: ChatGPT, Gemini, Perplexity, Claude, Google AI Mode
3runs over eight days
900core answers, each one open to read
±3points margin of error on headline measures

What does a Gap Audit report contain?

A report in three parts, built so a board can read the first part in ten minutes and a project team can act on the third.

Part 1

Executive summary

A 10-minute read for the board

  • The Gap, in points, against the leading competitor
  • Where you are strong and where you are exposed
  • Why it is happening, and how fast the market is moving
  • The handful of moves that matter, and what not to spend money on
  • What success looks like at 6 and 12 months

Part 2

The evidence

For the project lead and sales and marketing leadership

  • Where you stand: the Gap and peer group, who you are really competing with, challengers making a mark, platform by platform, the buying committee, buying criteria and journey
  • Why: why answers are lost, the sources AI trusts, what AI tells buyers who know your name
  • Your own assets: whether AI can read your website, and whether every owned channel tells the same story

Part 3

What to do

For whoever does the work

  • The Action Register: what to fix, in order, with owners
  • A 12-month roadmap, fastest proof first
  • The targets each quarterly Gap Pulse will hold you to

Read a complete sample Gap Audit for a fictional company. Every figure in a real Audit opens the answers behind it in an evidence browser, with the platform, run, date, companies named and sources cited, downloadable as a spreadsheet for your team.

Why does a Gap Audit trace every lost answer to a cause?

Because “low visibility” is a symptom, and each cause has a different fix and a different owner. Treating them as one problem is how budgets get spent on content that was never the issue.

The Audit records the point where you dropped out of each answer: AI never found you, found you but chose someone else, confused you with another business, or knew you but found less proof. Each cause's share of the Gap sets the order of the plan.

What does the Audit look at beyond the answers?

The sources AI trusts in your category, split into your own site, competitors' sites and independent sources such as reviews, comparison articles, trade press and directories. Whether AI can read your website, compared with your peers. And whether your website, LinkedIn record, directories and structured data describe you the same way, because where they disagree, AI hedges.

Never found you10%Usual owner: Website or digital leadFound you, chose someone else40%Usual owner: Marketing leadConfused you with another business15%Usual owner: Marketing and listingsKnew you, found less proof35%Usual owner: Communications, sales, customer success
IllustrativeEvery lost answer has one of four causes, each with a different owner. In this illustrative Audit, 40% of the Gap comes from AI choosing someone else and 35% from less independent proof.
Illustrative data behind the chart
CauseShare of the GapUsual owner
Never found you10%Website or digital lead
Found you, chose someone else40%Marketing lead
Confused you with another business15%Marketing and listings
Knew you, found less proof35%Communications, sales, customer success

What does the plan look like?

An Action Register: every action tied to the cause it fixes and its share of the Gap, with a named owner, the effort, a test for done, the measure that should move and a timing. Owners and targets are agreed with you at a one-day closing workshop.

#What needs fixingCause · share of the GapOwnerEffortDone whenMeasured byTiming
1Publish one agreed description of the company, word for word on the website, LinkedIn and every directoryConfused with another business · 15%MarketingDaysAll profiles match the website“What is the company?” answered correctlyMonth 1
2Earn a place in the comparison and “best of” articles AI cites most in the categoryLess proof · 20%CommunicationsMonths5 of the top 10 sources name the companyShare of answers citing those sourcesMonths 1–6
3Publish clear pages on cost, return and payback for the finance buyerChose someone else · 15%Marketing with salesWeeksPages live and read by AIVisibility with the CFO and CEOMonths 2–4
4Run a review programme with the customers the company serves bestLess proof · 15%Customer successMonthsA steady flow of new reviewsHead to head with the leaderMonths 1–12
IllustrativeWhat a plan looks like: every action in the Action Register has an owner, a timing, a test for done and the measure the next Gap Pulse checks.

How is the work sequenced over 12 months?

Cheapest and fastest first, so the first quarterly Pulse shows proof while slower, compounding work builds. Assistants that read the live web, such as Gemini, Perplexity and Google AI Mode, can respond within weeks; assistants that rely more on what they learned in training, such as ChatGPT and Claude, typically catch up over several months.

  1. Month 1

    Settle the identity

    One agreed description everywhere; LinkedIn and directory records corrected; Wikidata and sameAs links; website housekeeping.

  2. Months 1–3

    Switch on the engine

    Review programme with the right customers; pages that answer the senior buyer's questions; first outreach to comparison sources.

  3. Months 4–6

    Corroborate

    Named case studies with outcomes; analyst and review-site presence; merged or corrected profiles.

  4. Months 7–12

    Compound

    A steady flow of independent proof while slower, training-led assistants catch up; a second market if wanted.

How does a Gap Audit engagement run?

  1. Persona and question session

    With your team, using your CRM to choose and weight the buying committee and agree the tracked competitors.

  2. Three measurement runs

    Days 1, 4 and 8, on five platforms, from your market.

  3. Diagnosis and report

    Every lost answer traced to its cause; the three-part report and evidence browser.

  4. Closing workshop

    One day to agree owners, order and the 6- and 12-month targets.

What does housekeeping like schema contribute?

It gets you read, not recommended. Structured data, crawler access and an llms.txt file are a one-off job for your web partner, measured in days and re-checked each quarter. The Audit checks them, and never recommends a retainer for them.

Is your Gap worth closing?

Start with a Gap Check report: send your website and market, and we send the report, at no charge and with no meeting. If the Gap is worth closing, the Audit explains why it exists and what to do first.