Public demoNo API keys required.Trust & limits

CiteSight

Stripe

stripe.compayments
BusinessAppear
70

Overall · Solid

Mixed live + demoAppear

Diagnosis

Missing from category answers

Ask who leads payments and Stripe does not show up.

What AI says / gets wrong

  • Claude: Answer shares little vocabulary with the homepage title/description — possible stale or generic…
  • Claude: Answer does not clearly reflect the claimed category “payments”.
  • Perplexity: Answer does not clearly reflect the claimed category “payments”.

+2 more after you start a fix

Act now5 fixesNext clicks for Stripe

Next step

Watch this name every week

Monitor re-runs these probes, keeps score history, and flags description flips. $49/mo. Two clicks from this report.

Demo checkout — no card required
Work plan

Act now

Top fixes for Appear / grow — one click each. Expand a card only if you need the how-to.

0 in plan · 11 todo · 0 in progress · 0 done

  1. 01

    Earn “best of” listicle, roundup, and press mentions

    critical · P0Effort L

    Pitch or create newsworthy reasons to appear in category roundups, notable-people lists, and cause roundups that AI search engines already cite.

  2. 02

    Lock a single public name

    critical · P0Effort M

    Use one official name everywhere — site, directories, knowledge panels, speaker bios, and press kits. Add “also known as” only when it is real.

  3. 03

    Ship honest comparison and alternatives pages

    critical · P0Effort M

    Create /compare/{peer} and /alternatives pages that models can quote when users ask “X vs Y” or “alternatives to X”.

  4. 04

    Check Wikipedia / Wikidata / knowledge-panel eligibility

    high · P1Effort L

    If you meet notability, pursue a neutral Wikipedia article and a Wikidata item (the usual path to a knowledge panel). If you do not, collect independent…

  5. 05

    Complete high-authority third-party profiles

    high · P1Effort M

    Fill LinkedIn, Wikipedia/Wikidata, industry directories, charity raters, or creator platforms with the same facts and the same canonical URL.

All 11 tasks
Earn “best of” listicle, roundup, and press mentions
Pitch or create newsworthy reasons to appear in category roundups, notable-people lists, and cause roundups that AI search engines already cite.

Why it matters

Category probes (“notable {field} people/orgs”) are won by names that show up in listicles, journalist notes, and comparison tables.

How

Target 5 pages that already rank for “best/notable {category}”. Offer expert quotes, unique data, or a story that fits their inclusion criteria. Maintain an As Seen In / press page. Do not invent claims about peers or pay for fake inclusion.

Details

Platforms, raw answers, scores, and packaging — open only if you need the evidence behind a task.

Platforms & raw answers

Platform probes

Source evidence and raw answers for each assistant. Use this when a task needs proof — not as the default reading path.

Google Gemini
Gemini answers, which often inform Google’s AI surfaces and overview-style responses.
Demo adapter

Visibility

51

Accuracy

59

Sentiment

62

Share of voice

43

Query: What is Stripe? Explain what the company does, who it serves, and any notable facts.

Mentioned · primarySentiment neutralAccuracy accurateDemo response
Stripe (stripe.com) is a payments company. It sells products and services to teams that need a more dependable option than Adyen. Public write-ups are thin, so descriptions sometim…

Peers named: Adyen

Source evidence

No URLs attached to this answer. Treat it as an unverified reconstruction until a cited public source exists.

Why the model might say this

  • This card used a labeled demo adapter, not a live model call. Treat it as a stand-in for how thin public records get reconstructed.
  • No citations were attached. Chat-style models often stitch training data, directories, and similarly named entities. A dated owned page (About, bio, /facts) is usually what changes later answers — not a prompt to “forget.”
  • Other names in the answer (Public, Typical, Independent) can bleed into this story when public sources are thin.
  • Answer aligns with claimed name/category/site facts.
Raw answer
Stripe (stripe.com) is a payments company. It sells products and services to teams that need a more dependable option than Adyen. Public write-ups are thin, so descriptions sometimes collapse it into a generic payments name. Typical summaries mention customer support, implementation speed, and a narrower product focus than the category giants. Independent encyclopedic coverage is sparse, so most assistants reconstruct the story from the website, directories, and a handful of blog roundups.
Scores & gaps
70

Overall GEO score · Solid

Visibility
82
Weight 35%

Named in 22/25 answers (15 as the primary subject). Visibility is the mean of prominence: primary 100, featured 78, passing 42, absent 0.

Accuracy
66
Weight 25%

Accuracy maps flags to points (accurate 92, partial 62, unverifiable 55, not_mentioned 40, inaccurate 24). This run: 8 accurate, 12 partial, 3 not_mentioned, 2 inaccurate.

Sentiment
70
Weight 20%

Sentiment is a keyword window around the brand mention (positive 88, mixed 58, neutral 70, negative 28, unknown 50). It is directional, not a substitute for human review.

Share of voice
56
Weight 20%

Share of voice ≈ brand-mentioning answers (22) ÷ (those + named competitor hits (17)). Category and alternatives queries weigh heavily here.

Formula: 0.35 × visibility + 0.25 × accuracy + 0.20 × sentiment + 0.20 × share of voice. Full methodology

Absent from “best of” category answers
high
The name is missing when users ask who or what is notable in this field — a core GEO visibility gap.
Claude · Gemini
Lost in head-to-head comparisons
medium
When users compare this name to a peer, some engines barely mention it — or default to the other party.
Gemini
Answers drift from claimed facts
high
Descriptions do not reliably match your site or category. Models may be confusing you with a similarly named entity or using stale training data.
ChatGPT · Claude · Gemini · Perplexity · Web AI
Uneven platform coverage
medium
Overall score is materially weaker on gemini.
Gemini
History
Trend
Visibility, sentiment, and share of voice across completed runs for this brand.

Re-run or use Monitoring → Run scan now to plot a second point.

What changed
Compared with the previous completed run. Description flips fire when the same probe now says something different.

This is the first completed run. Watch and scan again to catch description flips, new peers, and accuracy drift.

Alerts

  • negative descriptionUnread

    Stripe: mixed or negative description on first run

    openai / Best in category: …y management and sales analytics. 3. **Stripe**: Favored by tech-savvy businesses, Stripe offers powerful APIs for online payment processing, subscription billing, and fraud preve

  • hallucinated descriptionUnread

    Stripe: accuracy issue on first run

    openai / Head-to-head comparison: Answer does not clearly reflect the claimed category “payments”.

Open monitoring
Goal & watch
Presence goal
CiteSight is about controlling AI/digital presence — not only getting cited more. Appear, correct, or fade from real public sources. We do not plant false claims about anyone else.

Presence goal

Win identity, category, and comparison answers with a consistent public record and citable pages.

Cadence & alert email
Start Monitor from the card above ($49/mo). This dialog only changes weekly/daily cadence or stores an email stub.

Optional. The Monitor card above is the product path.

We optimize real public presence. We don’t fake consensus or plant false claims about third parties. Correction work updates real public sources. Trust & limits

Packaging

Plans & packaging

Two commercial modes share one work queue. Switch the experiment flag per brand (or set PACKAGING_MODE) to A/B conversion later.

Default from env: modularBilling stub: none
Monitor subscription
Cadenced re-audits, trends, and in-app alerts. Improvement work is sold separately — pick actions below and fund them à la carte.

$49/mo

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