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Sample audit

An AI-visibility audit, in full.

This is exactly what lands in your inbox, free, within 24-48 hours. The example below is for a fictional retail-POS brand, Northwind. Yours covers your site, your category, your buyers.

AI-Visibility Audit· Northwind
Example
18%
AI visibility today
1 / 5
engines cite you
0 / 6
buying queries won
The verdict: Northwind is effectively invisible for the questions its buyers actually ask. Competitors own the answer, and the gap compounds every month it goes unaddressed.
1

Visibility by engine

ChatGPTnot cited

Recommends Lightspeed and Square. Northwind never surfaces.

Perplexitynot cited

Cites G2 and Reddit threads that omit Northwind entirely.

Google AI Overviewscited

Mentioned once, but below three competitors.

Gemininot cited

No mention across any buying-intent prompt tested.

Claudenot cited

Recommends Lightspeed and Toast; Northwind absent.

2

The buying-intent queries you’re missing

Best POS for multi-store retail? you|AI picks Lightspeed, Square
POS with strong multi-location inventory? you|AI picks Lightspeed, Toast
Square alternatives for growing retailers? you|AI picks Lightspeed, Shopify POS
Best POS for a 10-store apparel brand? you|AI picks Lightspeed, Square
POS with the best reporting for retail? you|AI picks Toast, Lightspeed
Which POS do retailers actually recommend? you|AI picks Square, Lightspeed
3

Who AI recommends instead

LLightspeedcited in 6 / 6 queries
SSquarecited in 5 / 6 queries
TToastcited in 3 / 6 queries
4

The plan to fix it

On-site answer contentFoundation

Publish answer-shaped pages for the six queries above, so engines have something extractable to cite.

Schema + structured dataFoundation

Product, FAQ and review schema so AI can parse Northwind's strengths with confidence.

Off-site authorityThe moat

Land Northwind in the sources AI reads: G2 category pages, Reddit threads, 'best POS' lists and Wikidata.

Monthly measurementProof

Re-run all engines monthly and report which queries now cite Northwind, and what moved them.

This is a sample. Yours is real.

Same depth, run against your actual site and category. Free, no commitment, no site access needed.

Free visibility scan

Illustrative example for a fictional brand. Figures are not real client data. Your audit reflects live engine results for your domain at the time we run it.