AI visibility evidence report

Prepared for Harbourside Dental

Harbourside Dental · 2026-07-06 to 2026-09-14 · generated 2026-09-21

What was measured

Questions	10
Engines	ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek
Cadence	every 7 days

How this was measured

Samples per question, per engine	2
Retrieval	grounded
Scorer version	4
Comparability epoch	p6a1.q10c3.s4.rg

Measure	Start	End	Change
AI Visibility Score	31	52	+21
Mention rate (%)	20	47	+27
AI readiness score	48	66	+18
Search visibility score	62	70	+8
Conversion score	55	61	+6

Action	Marked done	What we can say about it
Add a page for nervous patients	2026-09-17	Too early to measure Marked done 4 days ago. A change needs a full scan cycle before there is anything to compare, so we are not claiming a result yet: 2 more days.
Publish an llms.txt file	2026-08-18	Fix confirmed live The check we raised no longer fires. The check we flagged now passes. That proves the fix is live, not that AI visibility improved.
Answer the clear aligner questions patients ask on the treatments page	2026-08-04	Improved, no competing action Citations on these questions moved by +1 and this was the only completed action measured against it. Observed alongside your change, not a controlled experiment. We do not run a holdout.

3 completed · 1 verified by re-running the check · 1 done alongside another action measured against the same number.

Next fixes on the list

From the Fix-List for this site. A fix counts as done once it is ticked off there.

Next actions in the Playbook

dentist-finder.example: Check how listings work on this website, then create or claim your profile if you are eligible, using your confirmed details.
Publish: How much does teeth whitening cost at a Harbourside dentist?

From the Playbook for this site. An action counts as done once it is marked done there.

This is an observational record, not a controlled experiment. There is no holdout: we do not withhold recommendations from part of your site in order to compare.
1 of the 3 completed actions were done alongside another action measured against the same number, so those score moves cannot be attributed to any single one of them.
A change needs a full scan cycle before it can show up at all. Anything marked done inside the last 6 days is reported as too early to measure rather than as a result.
Each question was asked 2 times of each engine in the most recent scan. Model answers vary between identical runs, so a larger sample narrows the interval below. We do not claim ours is the largest available.
AI answers are not deterministic and the engines change without notice. A number that moves between two scans may be the engine changing rather than your site.