Quick Answer: Formative Digital's AI Visibility Audit is a one-time, point-in-time diagnostic that measures how often your business is cited across ChatGPT, Perplexity, Gemini, and Google AI Overviews, scored against three competitors on the same prompts. You receive a written gap report and a prioritized roadmap, delivered free inside seven business days. It is a snapshot, not ongoing tracking. Brantford-headquartered, serving Ontario and Canada-wide.

Matt Griffin, Formative Digital: "You cannot fix what you have not measured. Most owners have no idea whether ChatGPT recommends them or their competitor down the road, because they have never checked. The audit answers that one question with evidence: here is your citation rate per engine, here is theirs, here is the gap, here is what to do about it first. It is the floor reading. Everything we build later moves off that floor."

What the AI Visibility Audit delivers

One written report, delivered once, built from four measurements. This is a diagnostic deliverable, not a retainer. You keep the report whether or not you ever work with us again.

  1. Per-engine citation rate (the baseline). We run the prompts your buyers actually use against ChatGPT, Perplexity, Google Gemini, and Google AI Overviews, and record how often each engine names your business. This is the floor reading: a single point-in-time number per engine that every later measurement is compared against. This maps to Vector 1, Diagnose.
  2. Competitor benchmark on the same query set. We run the identical prompts for three competitors you name and report their citation rate beside yours. A citation rate means little in isolation; the gap between you and the business winning the answer is the number that matters.
  3. The source map behind each answer. For each engine, we record the actual domains it pulled from when it formed its recommendation: directories, review sites, the Knowledge Graph, your own pages. This shows where citations are being earned and where you are absent, which is what makes the roadmap specific rather than generic.
  4. A prioritized roadmap. Every gap we find is mapped to the 12 Vectors and ranked by effort against impact, so you know what to fix first. The roadmap is the bridge from this one-time snapshot to actual work, whether you execute it with us or hand it to your own team.

A snapshot, not ongoing tracking: how the audit differs from monitoring

The audit is a one-time photograph of where you stand today. It is deliberately bounded: we measure, we report, we hand you the roadmap, and the engagement is complete. That is different from watching the numbers change over time, which is a separate service.

Audit versus monitoring

  • AI Visibility Audit (this service): a single point-in-time gap report. It establishes the baseline citation rate, benchmarks three competitors, maps the sources, and produces the roadmap. Delivered once. Best treated as the starting line.
  • AI Citation Monitoring (the follow-on): the ongoing service that tracks those same per-engine citation rates week over week after work begins, so you can watch the gap close and catch new competitor movement as it happens. See AI Citation Monitoring for the continuous-tracking layer.

The natural sequence is audit first, then monitor. The audit tells you where you are and writes the plan; monitoring measures progress against that plan over time. If you are running the audit as a standalone one-off without ongoing work, plan to re-run it every three to six months, because a snapshot decays as engines update and competitors move.

Who this audit is for

Best fit

  • Ontario business owners who genuinely do not know whether AI engines recommend them, and want an evidence-based answer before spending on any AI search service.
  • Businesses weighing an agency engagement who want a defined baseline and a roadmap they can evaluate, rather than a sales pitch with no measurement behind it.
  • Marketing leads who need to show a decision-maker the concrete gap between their citation rate and a named competitor's before a budget is approved.
  • Owners who suspect their visibility slipped after a competitor's content push and want to confirm it across all four major engines, not just one.

Not the right fit if

  • You want continuous week-over-week tracking. That is ongoing AI Citation Monitoring, not this one-time audit. The audit is a single snapshot by design.
  • You expect the audit alone to raise your citation rate. It measures and prioritizes; it does not implement. Closing the gap is execution work that follows the report.
  • You want a guaranteed citation position in any engine. No one can promise that, and the engines change their grounding sources constantly. The audit reports reality; it does not sell a fixed outcome.

Why this is not the single-prompt check most agencies run

Plenty of agencies will now type your name into ChatGPT once, screenshot the answer, and call it an AI audit. That is not a measurement; it is an anecdote. Two structural choices separate this audit from that.

What makes the read trustworthy

  • Four engines, not one. Formative Digital's May 2026 analysis of 1,732 AI-engine citations across nine Ontario cities found that 83.7% of cited sources were unique to a single engine. A business that ChatGPT ignores may be cited often by Perplexity, and the reverse. Checking one engine misreads where you actually stand; we score all four.
  • A real competitor benchmark and a source map. We do not just report your number. We report the gap against three named competitors and the exact domains each engine cited, so the roadmap targets the specific sources you are missing from, mapped Vector by Vector. You can audit our reasoning, not just accept a score.

Because the same 12-Vector methodology that scores the audit is the framework we use to close the gaps, the roadmap is directly actionable. You are not handed generic advice; you are handed the specific Vectors your situation needs, in priority order. You can read the framework in full at the 12 Vectors overview.

Proof: where a baseline reading can lead

Mattress Miracle, Brantford ON

  • Monthly organic visits: roughly 1,000 to 82,400 (SEMrush snapshot, April 2026).
  • Newly ranked keywords in one 30-day window: approximately 25,000.
  • Where it started: a diagnostic baseline that named the gaps first, then a roadmap executed against them. The audit is the same starting point; this is the kind of trajectory the work that follows it can produce.

One client, one engagement, real numbers. This is a retail result and not a financial, medical, or legal claim. The audit itself does not produce traffic; it measures and prioritizes. Outcomes from later work vary by industry, competition, and starting position, and results like these are not typical or guaranteed.

What it costs and what comes next

The AI Visibility Audit itself is delivered free, as a no-obligation diagnostic. There is no tier to choose for the audit. The tiers apply only if you decide to act on the roadmap with us afterward.

Where the audit sits relative to the service tiers

  • The audit: free, one-time, no card required. You receive the gap report and roadmap and owe us nothing.
  • If you proceed (Starter / Growth / Dominance): the roadmap feeds directly into a tiered engagement, scaled to engine coverage and monthly output. Full pricing is at /pricing/, month-to-month, no lock-in, written cancellation clause.
  • The Results Guarantee applies on any ongoing engagement on an existing domain: if your domain shows no measurable organic search results after 12 months, we work for free until you see them.

No lock-in on any tier. See full pricing.

Want to know if AI engines actually recommend you?

The AI Visibility Audit answers that with a written, four-engine gap report scored against three competitors. No cost. No obligation. You keep the roadmap whether or not you continue with us.

Request your free AI Visibility Audit

How we run the audit (engineering view)

The honest version of "what does an AI audit actually measure." We do not say "we will check your AI presence." We name each measurement and the signal it reads.

If you move from this one-time read into continuous measurement, those same per-engine metrics become the tracked signals inside AI Citation Monitoring. The audit defines the baseline; monitoring watches it move.

How to get started

One step: book the free audit. We agree the prompt set and competitors on a short kickoff call, run the four-engine read, and deliver the written report inside seven business days. You decide from there. No sales-pressure follow-up. No dark-pattern email sequences. If the report shows you need only a few fixes rather than an ongoing engagement, we tell you that plainly.

Matt Griffin, Formative Digital: "Truth, not tricks. The audit is honest because the number is the number: either the engines cite you or they do not, and either you are closing the gap on your competitor or you are not. We hand you the evidence and the plan. What you do next is your call, with us or without us."

The audit measures a point in time. AI engines update their grounding sources continually, so a snapshot ages; treat it as a baseline, not a permanent verdict. Any outcome from acting on the roadmap depends on industry, competition, and your existing digital presence, and past results for our clients do not guarantee identical ones.

Frequently Asked Questions

What exactly is an AI visibility audit?

It is a one-time diagnostic that measures how often your business is cited and recommended across ChatGPT, Perplexity, Google Gemini, and Google AI Overviews, on the prompts your buyers actually use. We run the same query set against three competitors and report the gap. You receive a written read of your citation rate per engine, the competitor rate beside it, the specific sources each engine pulled from, and a prioritized roadmap of what to fix first. It is a point-in-time snapshot, not an ongoing service.

How is the audit different from AI Citation Monitoring?

The audit is a single point-in-time gap report: where you stand today and what to fix, delivered once. AI Citation Monitoring is the ongoing service that tracks those same citation rates week over week after the work begins, so you can watch the gap close and catch new competitor movement. The natural sequence is audit first, then monitor. The audit tells you the starting position and writes the roadmap; monitoring measures progress against it over time.

What do I actually receive, and in what format?

A written report, delivered inside seven business days. It contains your per-engine citation rate across ChatGPT, Perplexity, Gemini, and AI Overviews, the same scores for three named competitors, the actual source domains each engine cited, a read of your schema graph and entity signals, and a prioritized roadmap that maps each gap to the 12 Vectors. The roadmap is yours to keep and act on, with us or on your own.

Is the AI Visibility Audit really free?

Yes. We run the diagnostic and deliver the written report at no cost and with no obligation to continue. There is no card required and no automated sales sequence afterward. If the report shows you need only a few fixes rather than an ongoing engagement, we tell you that plainly on the call. The Results Guarantee applies only if you later choose an ongoing engagement on an existing domain.

How long does the audit take and how often should I repeat it?

We deliver the written report within seven business days of the kickoff call. Because it is a snapshot, its value decays as engines update and competitors move, so a single audit is best treated as a starting baseline. If you are not engaging us for ongoing work, re-running the audit every three to six months keeps the picture current. If you are working with us, AI Citation Monitoring replaces repeat audits by tracking the same metrics continuously.

Why run the audit with Formative Digital specifically?

Two reasons. First, we measure across four engines against a real competitor set, not a single ChatGPT prompt, and we show you the source domains behind each citation so the roadmap is grounded in evidence. Second, the same 12-Vector methodology that scores the audit is the framework we would use to close the gaps, so the roadmap is directly actionable rather than generic advice. Our May 2026 analysis of 1,732 AI-engine citations across nine Ontario cities found that 83.7% of cited sources were unique to a single engine, which is why a one-engine check misreads where you really stand.

Sources

  1. Aggarwal, P., Murahari, V., Rajpurohit, T., Kalyan, A., Narasimhan, K., & Deshpande, A. (2023). GEO: Generative Engine Optimization. KDD '24. arXiv:2311.09735
  2. Google. (2024). Search Quality Evaluator Guidelines. services.google.com
  3. Search Engine Land. (2025). ChatGPT citations favor a small group of domains: Study. searchengineland.com
  4. Stanford Institute for Human-Centered AI. (2025). The 2025 AI Index Report. aiindex.stanford.edu

Book Your Free AI Visibility Audit

Formative Digital, Brantford, Ontario

The audit is the right first step whether you act on the roadmap yourself or hand it to us. We deliver the written four-engine read inside seven business days, with no follow-up sales pressure and no obligation to continue.

Request Your Free AI Visibility Audit

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