AuthorityOn AI
Brand
  • Brand summary
  • AI performance
  • Entities
  • Web audit
  • Social audit
  • Content audit
  • Stories
  • Topics
  • Custom prompts
  • Recommendations4
  • Settings
Reference
  • Methodology
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Generative engine optimisation · GEO audits

Your brand is missing
from the answer.

Buyers ask ChatGPT, Claude, Gemini and Perplexity for recommendations before they ever land on your site. We measure what those models say about you, and tell you exactly what to fix.

Start subscription See what an audit covers ↓
Built on methodology used with
HolcimUNDRRZurich InsuranceCGAPCybathlon
Sample report · acme-standards.org
LIVE
48/ 100
Composite Signal Five score
Spontaneous recommendation
12%
Head-to-head win rate
84%
Discovery & indexability
60%
Source attribution
41%
Recommendation drift
—
What you're losing right now

Two gaps are quietly killing your influence in AI.

Both are invisible in Search Console. Both compound every week you don't measure them.

Anonymised, real client
2%
spontaneous rec.
vs. 98% head-to-head wins

The recommendation gap.

A global standards body wins 98% of head-to-head AI comparisons when named. It is spontaneously recommended only 2% of the time. The category leader in reality is invisible in the answer.

See it on your brand
Anonymised, real client
GPTBotClaudeBotPerplexityBotCommon CrawlGoogle-Extended

The discovery gap.

An enterprise software vendor with excellent content was invisible to AI. Their WAF was quietly blocking every crawler the major models rely on. Months of editorial work, gated by one firewall rule.

See it on your brand
Methodology

Five things every brand should be measuring inside AI.

Our methodology — the Signal Five — runs every week across every major model. One prioritised action list per audit.

Pillar 01

Spontaneous recommendation

How often the brand surfaces unprompted when users ask AI for category recommendations.

In the report
Tracked weekly across every major model, 200 prompt variants per category.
Pillar 02

Head-to-head win rate

When the brand is compared directly to named competitors: who wins, on which criteria, why.

In the report
Pairwise matrix with cited reasoning. Per-model and per-attribute.
Pillar 03

Discovery & indexability

Whether the content is actually accessible to AI crawlers. Most brands fail here without knowing.

In the report
Per-bot crawl audit: WAF, robots.txt, llms.txt, schema, Common Crawl, sitemap.
Pillar 04

Source attribution

Which sources LLMs cite when discussing the brand or its category, and where to earn coverage.

In the report
Top cited domains by category, with placement difficulty and expected lift.
Pillar 05

Recommendation drift

How model outputs change over time as they retrain and the web around them changes.

In the report
Weekly drift score, alert thresholds, named retrain events flagged.
Start subscription Read the long-form methodology →
How an audit runs

Three steps. One action list. No dashboard fluff.

Most GEO tools hand you a leaderboard and walk away. We hand you the next ten things to do, in order.

  1. 01

    Connect your domain and your competitors.

    Drop in your URL and the brands you benchmark against. We pick the prompt set automatically from your category. No tag, no SDK, no DNS change.

  2. 02

    We run the audit in 24 to 48 hours.

    We query every major model with the prompt set, audit your crawler access, score citation sources, and benchmark against your competitors. Real prompts, real responses, kept on file.

  3. 03

    Get a prioritised action plan.

    One clear list: what to fix on the site, what to publish, where to earn coverage, what to monitor next. Sized by lift, ordered by what moves the needle first.

Sample report · acme-standards.org
LIVE
48/ 100
Composite Signal Five score
Spontaneous recommendation
12%
Head-to-head win rate
84%
Discovery & indexability
60%
Source attribution
41%
Recommendation drift
—
Start subscription
Who this is for

Three teams use AuthorityOn AI. They want different things from it.

In-house

Marketing and comms leaders

Show your executive team a defensible AI strategy. Stop being asked ‘are we visible in ChatGPT’ in board meetings with no answer.

  • Heads of digital, brand, SEO, comms
  • B2B and institutional brands
  • Senior enough to sign, technical enough to act
Partnersmost common today

Agencies and consultants

White-label the audit. Sell the action plan as the entry point into a retainer. Keep your name on the report.

  • Reseller pricing on Growth and Scale
  • Co-branded PDF report templates
  • Multi-client console at Scale tier
Enterprise

Teams needing ongoing monitoring

Weekly drift tracking, alerts on regressions, named-model coverage. The methodology your CMO can defend to legal and procurement.

  • Weekly cadence + drift alerting
  • Hands-on quarterly review
  • DPA and Swiss data residency
Proof

Two short stories. Both anonymised. Both real.

We can talk you through the full report under NDA on a 20-minute call.

Global standards body

“Wins 98% of head-to-head AI comparisons. Gets recommended unprompted 2% of the time.”

Two pages and a citation play closed 60 points of the gap in eight weeks.

Before
2%
After
62%
spontaneous rate
Enterprise software vendor

“Excellent editorial output. Completely invisible to every major LLM crawler.”

One WAF rule and an llms.txt drop made the brand fully indexable in 11 days.

Before
0
After
5
of 5 bots indexed
Pricing

Four plans. No free trial.

Cancel any time. Annual prepay saves ~17%. We don't do free tiers — paid customers engage seriously, and that's the kind of relationship the methodology earns its keep in.

Solo brand
Starter
€99per month

One primary brand. Weekly scans. Every story and recommendation generated for you.

  • 1 entity, weekly full scan
  • 2 manual rescans per month
  • 4 model providers, 200 prompts per scan
  • Stories + Recommendations inbox
  • Unlimited seats
Subscribe
Portfolio
Growth
Most popular
€299per month

Track a portfolio of fifteen entities. Topics, source taxonomy, the full audit cadence.

  • 15 entities (brand, products, leaders, events)
  • 12 manual rescans per month
  • 6 model providers, 200 prompts per scan
  • Topics leaderboard + source taxonomy
  • Slack and email alerts on drift
Subscribe
Enterprise portfolio
Scale
€599per month

50 entities, daily heartbeat on the primary brand, agency-friendly multi-workspace.

  • 50 entities, weekly + daily pulse
  • 30 manual rescans per month
  • All 8 model providers, 250 prompts per scan
  • 5 workspaces (agency-ready)
  • White-label PDF reports
Subscribe
Custom
Enterprise
Customannual contract

Done-with-you. Hands-on remediation, Swiss data residency, executive readouts.

  • Configurable entities, prompts, cadence
  • Unlimited manual rescans
  • DPA, nFADP, Swiss residency
  • Hands-on remediation by our team
  • Named senior contact
Talk to sales
Ready to see your numbers

Run a real scan on your brand this week.

Subscribe today and the first weekly scan is in your inbox within 48 hours. Cancel any month if the answer isn't worth it.

Start subscription Read the methodology →
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