The Gap
What is the Gap, and why is it the right measure of AI visibility?
The Gap is how many points your company trails the competitor AI recommends most, across the questions your buyers ask. It measures what decides a shortlist: not how visible you are, but how far you are from the company taking your place.
How is the Gap calculated?
The Gap is the leading competitor's visibility minus yours, in points. Visibility is the share of AI answers to your buyers' questions that name a company, recorded live on named AI platforms.
The leading competitor is not chosen by you or by Genivista. It is the direct peer AI names most often in those answers, because that is the company your buyers hear about instead.
A worked example
A company's buyers ask AI a set of questions about its category. AI names the leading competitor in 72% of the answers and the company in 18%. The Gap is 72 minus 18: 54 points.
Changes inside the margin of error are reported as no meaningful change, so a movement of a few points is never presented as progress.
| Company | Share of AI answers naming it |
|---|---|
| Leading competitor | 72% |
| Your company | 18% |
| The Gap | 54 points |
What are the four causes of a Gap?
Every lost answer is traced to one of four causes. Knowing which one matters, because each needs a different fix and a different owner.
AI never found you
AI could not read your site, or never came across you in the sources it searches when a buyer asks.
Usual owner: website or digital lead
AI found you but chose someone else
AI knew you existed, but a competitor answered the buyer's question more clearly, more specifically or more often.
Usual owner: marketing lead
AI confused you with another business
AI mixed you up with a similarly named company, an out-of-date description or the wrong category.
Usual owner: marketing, with whoever manages your listings and profiles
AI knew you but found less proof
AI found more independent evidence for the competitor: reviews, case studies, press coverage and listings it trusts.
Usual owner: communications, with sales and customer success
Why not use a score out of 100?
Because a score out of 100 cannot tell you whether you are winning. Two companies can share the same score while one leads its market and the other trails it badly.
Winning is a contest against the companies your buyers compare you with. In a crowded category, a score of 40 may put you ahead. In a category with one dominant name, the same 40 may leave you 40 points behind.
The Gap removes that ambiguity. It is always measured against the leading peer, so the number means the same thing in every market.
| Score | Leading peer | The Gap | |
|---|---|---|---|
| Company A | 40 | 30 | 10 points ahead |
| Company B | 40 | 80 | 40 points behind |
Will structured data or an llms.txt file close the Gap?
Rarely on their own. Structured data, crawler access and an llms.txt file are one-off housekeeping: they make sure AI can read you. They are an entry ticket, not what gets a company recommended.
What earns the recommendation is proof and presence: clear descriptions of what you do, evidence buyers trust, and the third-party sources AI draws on. A Gap Check shows which of the four causes is costing you most.
Questions buyers ask
The Gap: common questions
What is the Gap in AI visibility?
The Gap is how many points a company trails the competitor AI recommends most, across the questions its buyers ask. It is the leading competitor's visibility minus the company's own, measured from live AI answers.
How do you measure AI visibility against competitors?
Questions are written blind from the category, for each role on a buying committee, and put live to named AI platforms. Visibility is the share of answers that name a company, and the Gap is the distance between you and the direct peer AI names most.
How is the Gap different from a free AI visibility score?
A free score usually rates you out of 100, which cannot say whether you are winning. The Gap is measured against your leading peer, from questions you did not choose, with the real answers available to read.
How precise is the Gap?
A Gap Check, with 36 answers, has a margin of error of about ±13 points, enough to size the Gap. A Gap Audit, with 900 core answers, narrows that to about ±3 points on headline measures, and changes inside the margin are always reported as no meaningful change.
How is a Gap Audit priced?
As a fixed fee, agreed before any work begins and delivered in seven days, with no retainer and no implementation upsell. The Gap Check that usually comes before it is at no charge and needs no meeting.
What is your Gap?
A Gap Check measures it against your leading competitor. Send your website and market; we send the report, at no charge and with no meeting.