Methodology v2.0

How the GEO Score is calculated

GEO Score is a 0–100 measure of how visible your business is to the generative engines people now use to find local services — ChatGPT, Perplexity, and Google's AI Overviews. It's deterministic (re-running on the same inputs gives the same result) and built from real probes, not estimates.

5
scoring dimensions
100
points possible
3
AI engines probed live

The pipeline

Five steps, ~30 seconds end-to-end

You can watch each one stream live on the score status page.

  1. 1
    Identify

    We resolve your business in Google Places to lock in the canonical name, address, and rating.

  2. 2
    Crawl

    Your website is fetched and parsed for schema, FAQ blocks, content depth, and review-reply patterns.

  3. 3
    Probe AI engines

    We send live prompts to ChatGPT, Perplexity, and Brave AI asking 'best <category> in <city>' and check if you're named.

  4. 4
    Score

    Each dimension is computed from the raw signals using a deterministic formula — same inputs always produce the same score.

  5. 5
    Audit + flag

    Modifiers run last. Suspicious patterns route to manual review; long-standing quality earns a Legacy Boost.

The five dimensions

What we measure & how we score it

Each dimension caps at its own max — no double-counting, no opaque weighting layer on top.

Review Authority

20 pts max

How much social proof you have, weighted by both rating and volume.

Generative engines lean heavily on aggregated review data when ranking 'best of' answers — a 4.7★ with 400 reviews beats a 4.9★ with 6 every time.

Rating ≥ 4.5★+8
Rating 4.0–4.4★+6
500+ reviews+8
200–499 reviews+6
Velocity bonus for new businessesup to +8

Source · Google Places API · live pull at scoring time

Online Presence

20 pts max

Whether AI crawlers can actually find you in the directories they index.

Engines like Perplexity and Google AI cite from the open web. If you're not in the directories they trust, you're invisible regardless of quality.

Google Business Profile + Facebook (baseline)+7
Live website+5
Instagram+4
Yelp+2
TripAdvisor+2

Source · Direct fetch of website + Brave Search index check

AI Visibility

25 pts max

Whether ChatGPT, Perplexity, and Google AI Overviews mention you by name when asked about your category in your city.

This is the headline metric. We literally ask the engines and parse the answer — no proxies, no estimates.

Named by ChatGPT (gpt-4o)+8
Named by Perplexity Sonar+8
In Google AI Overview+6
Cited with a clickable source URL+3

Source · Live prompts to OpenAI, Perplexity, and Brave AI per scoring run

Content Quality

20 pts max

Whether your website gives an LLM something quotable.

AI engines summarize, they don't browse. Pages with structured data and FAQ-style copy get cited; pages without get skipped.

LocalBusiness schema markup+6
FAQ page+4
Recently updated content+4
Avg. ≥ 300 words per page+3
Replies to reviews+3

Source · HTML crawl of homepage + 2 deep pages

Brand Authority

15 pts max

How established your business looks to a third party.

Longevity and external validation are the two strongest signals an LLM uses to decide who's 'reputable'.

6+ years in business+8
3–5 years+5
Press mention found+5
Award found+2

Source · Brave web search for press + awards · year_established from GBP

Score bands

From Invisible to Elite

Bands group raw scores into the categories we use across the leaderboard and reports.

Elite85–100
Strong70–84
Developing50–69
Weak30–49
Invisible0–29

Modifiers

Two real-world adjustments

They run after the dimensions because raw scoring alone misses two real-world signals.

Legacy Boost

+15

10+ years trading, 4.0★+ rating, 50+ reviews. Sustained quality is a signal AI engines structurally underweight, so we add it back.

Gaming Flag

−20

Cross-platform inconsistencies (e.g. 5.0★ on one site, 3.1★ on another) suggest review manipulation. Penalty held in manual review until a human signs off.

Confidence levels

Every score is tagged with a confidence level so you can read it honestly.

  • High
    Full Tier-2 crawl completed — all five dimensions verified against live data.
  • Medium
    Partial AI probe coverage (e.g. one engine timed out). Score is directionally accurate.
  • Low
    Tier-1 baseline from Google Places only. AI visibility and content quality are pending a deeper crawl.