Approve a baseline
The full product is designed around roughly 20–25 buyer questions, repeated samples and explicit measurement surfaces.
Tools & Research
AI recommendation checker
Start with your website. Request an early-access snapshot of the buyer questions, competitor recommendations and cited evidence your baseline should investigate.
Get a snapshotWhat a useful snapshot should show.
01Buyer questionsWhere your product should compete
02Competitor statesWho is named, shortlisted or recommended
03Cited evidenceSources attached to each sampled answer
04A gap to investigateA useful starting point for your next change
From website to a useful baseline.
- Add your website
Give Mentionloom a starting point for your company, category and likely buyer questions.
- Leave your email
Request early access. Availability, provider coverage and sample limits are confirmed with your invitation.
- Confirm before measurement
Review the proposed competitors and buyer questions so the baseline reflects your market.
What is available today?
Mentionloom is in early access. This page requests a snapshot; it does not pretend to run an instant consumer-surface audit in the browser. The form adds your request to the early-access list. It does not start a measurement or show a live score.
Make the snapshot a starting point.
Investigate a losing answer
Open the response and its evidence. Choose a factual improvement your team can ship.
Repeat the measurement
Use the same protocol to see what changed. Keep answer recommendations separate from traffic and crawler activity.
Questions people ask
Is the checker an instant live ChatGPT scrape?
No. The current beta request captures your site so Mentionloom can prepare an appropriate measurement rather than presenting fabricated live results.
Do I need to provide API keys?
No. Mentionloom’s provider strategy uses server-side credentials for supported measurement surfaces.
EARLY ACCESS
Start with your website.
Request a recommendation snapshot built around your company and likely buyer questions.