The depth behind your AI Visibility Score.
Growgence doesn’t hand you a vanity number. It hands you the five signals it’s built from, the proprietary grade beneath it, and the exact prompts, citations and model versions that produced every data point — so you know precisely what to fix.
Five signals. Every one comes with the underlying data.
The AI Visibility Score is a weighted composite of five measured dimensions — and for each, you get the evidence, not just the number.
Presence
Does AI know you exist?
- Presence rate per engine and per prompt type (category, comparison, recommendation, local, direct-knowledge)
- Your rank in the answer — named first vs fifth vs not at all
- The exact prompts where you appear — and the ones where you’re missing
- Appearance breadth across your buyers’ real question space
Citation
Does AI link to you?
- Citation rate per engine, with the exact URLs that were cited
- Which of your pages get pulled into answers — and which never do
- Consulted-but-not-cited: sources the engine read but didn’t credit
- Citation durability — do you hold the citation, or lose it next run?
Accuracy
Does AI get you right?
- A per-fact “AI said X · the truth is Y” log, scored against your confirmed ground truth
- Errors broken out by field — pricing, services, location, team, claims
- Severity for each error (does it cost a deal, or just a nuance?)
- Per-engine: which model gets you wrong, and how
Share of Model
How do you compare?
- Your share of mentions vs each named competitor, across every prompt
- Head-to-head win rate — who gets named first, more often
- Rank tables across all five dimensions
- Share-of-model trend: who is gaining ground on whom
Sentiment
Is AI positive about you?
- Sentiment distribution (positive / neutral / negative) per engine
- Paraphrased example quotes — the actual framing AI uses about you
- Mentioned vs actively recommended — the endorsement ladder
- Sentiment trend over time
One letter grade. Six pillars. Fully auditable.
Beneath the 0–100 score sits a proprietary A+ → F grade across six weighted pillars — with anti-gaming gates (you can’t fake it with one strong area) and a reproducibility certificate on every grade. It tells you not just where you stand, but the cheapest path to the next grade up.
Machine Accessibility
Can engines fetch, render and chunk you?
Entity Authority
Do engines know who you are — and trust it?
Answer Inclusion
Do you actually appear in the answers?
Citation Equity
When you appear, do you get the link?
Narrative Accuracy
Is what AI says about you correct and positive?
Freshness & Defensibility
Will the grade hold — recency + moat?
Hundreds of signals roll up into one number.
The score isn’t a guess about six pillars — each pillar is a roll-up of measured signals across your whole AI-visibility surface.
Technical AI-readiness
Crawlability, robots/AI-bot access, render parity, structured-data depth, chunkability — is your site even legible to the engines?
Entity & knowledge graph
Entity resolution, knowledge-panel presence, sameAs corroboration, description consistency across the web.
Answer inclusion
Appearance breadth, position weight, intent coverage and exclusivity across the prompt universe.
Citation equity
Own-domain citation share, source-tier quality and how durable your citations are run-to-run.
Narrative & accuracy
Factual fidelity, descriptor ownership, sentiment framing and hallucination detection.
Off-page corroboration
The third-party sources — Wikipedia, Reddit, review sites, listicles — that engines lean on to trust you.
A living dashboard and a report you can send to your boss.
In your dashboard
Overview
The headline AI Visibility Score gauge, GEO Grade, 30-day trend, per-engine status badges and your top urgent findings.
Brand detail
The five-dimension breakdown with confidence intervals, engine-by-engine cards, the accuracy-issue feed and the live citation feed.
Competitors
Share-of-model bar chart, a head-to-head comparison table across all five dimensions, and competitor-movement alerts.
Reports
Generate and download branded PDF reports on demand; keep a full history of every scan.
In every PDF report
- Executive summary in plain language
- AI Visibility scorecard + GEO Grade with gauges
- Per-engine deep dive (score, sample, accuracy, citations)
- Accuracy issue log — “AI said” vs “the truth”
- Competitor comparison (share-of-model, rank)
- Trend analysis after two or more scans
- Prioritized recommendations, each mapped to a fix
- A methodology + reproducibility note
Nothing is a black box. Everything is defensible.
Every data point links back to the exact prompt, engine, model version, temperature and stored response that produced it — with the sample size and confidence interval attached. Publish a finding and defend it in the same click.
See the depth for yourself.
Run a free scan, then unlock the full five-dimension picture when you’re ready.
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