How is sentiment scored?

Every answer that names you is scored 0–100 on how favorably it presents you — from an enthusiastic recommendation to a bare mention. The score is averaged across all runs, so one odd answer doesn't swing it.

Can I actually change how AI describes me?

Yes. Sentiment follows sources — reviews, your service pages, and how your work is described online. When you fix the sources (often via drafted Actions), the language follows in later scans.

What if AI says something negative about my company?

You'll see it verbatim, with the source it came from — usually a review pattern or an outdated page. That's fixable, and far better than not knowing what the engines are telling your customers.

Reputation

Hear how AI describes you

Getting named is half the battle — the other half is the sentence around your name. Tibly scores every mention: whether the engines call you “trusted and established” or list you as an afterthought, benchmarked against every rival.

Get a free report

Scored 0–100

Every mention gets a sentiment score — one number for how warmly AI talks about you.

The exact words

“Trusted.” “Responsive.” “Premium pricing.” See the language, verbatim.

Benchmarked

Your sentiment against each competitor's — warmth is relative.

Tied to causes

Sentiment traces back to sources — reviews, complaints, your own pages.

app.tibly.ai/dashboard/visibility

Reputation

Reputation & listings

Your Google rating, directory presence, and review themes — and your competitors' — the sources the engines lean on.

Re-run research

Ratings benchmark

4.4

Your rating

4.7

Competitor avg

Your reviews

Erie Home★ 4.8 (210)
Baker Roofing★ 4.6 (64)
Your company★ 4.4 (87)

Directory coverage

GoogleYelpBBBAngiHouzzErie Home✓✓✓✓✓Baker Roofing✓✓—✓—Your company✓—✓——

3 gaps found — Yelp, Angi, and Houzz list your rivals but not you.

Erie Home★ 4.8 (210 reviews)

Maintains an excellent 4.8 rating across 210 reviews with strong emergency-service praise.

“fast emergency response”“professional crews”

Your companyYou★ 4.4 (87 reviews)

Holds a solid 4.4 Google rating with customers praising responsive scheduling and clean installs.

“responsive scheduling”“clean installs”

Click any tab in the sidebar to explore the rest of the product.

The adjective gets the call.

Two companies get named; the one described as “trusted and established” gets the customer. The Reputation tab shows the language and where it comes from.