RIPStartup — Rank In Prompt

Sample report — numbers are illustrative for a fictional brand (Lumen Analytics). Your real scan uses live AI engines. Run yours →

📜 Sample AI Clout Report

Lumen Analytics

lumenanalytics.io

AI Clout Score
47
/ 100
Building presence — patchy across engines
12
Prompts scanned
7
Brand mentioned
5
Completely invisible
+5 pts
+5 pts — real improvement · since Apr 4
  • 2 prompts now scoring strong (e.g. "Lumen Analytics vs Mixpanel — which is cheaper for a 10-person team?").
  • Outside the ±4 confidence band — this is real movement, not noise.
  • 1 prompt still invisible ("Open-source product analytics that respects GDPR") — flagged as next fix.

Score history · last 10 weeks

Before/after view of acting on recommendations. Each point is a real scan; we don't draw fake data on your live report.

+16 all-timelast scan: +5 ptsrange 0–100
Feb 76 data pointsApr 18
Before fixes
31
Feb 7 · invisible on 7 of 12 prompts
After 6 weeks of shipping fixes
+16 pts
Apr 18 · invisible on only 4 of 12 prompts

The receipts

Real-shape prompts buyers ask AI — and where Lumen Analytics stood.

Mentioneddiscovery

What's the best product analytics tool for early-stage SaaS?

AI mentioned:MixpanelAmplitudePosthog
Mentionedcomparison

Lumen Analytics vs Mixpanel — which is cheaper for a 10-person team?

AI mentioned:Mixpanel
Weakproblem

How do I track funnel drop-off without a data engineer?

AI mentioned:PosthogHeapAmplitudeJune
Weakcomparison

Best lightweight alternative to Amplitude in 2026

AI mentioned:JunePosthogMixpanel
Invisiblediscovery

Open-source product analytics that respects GDPR

AI mentioned:PosthogPlausibleMatomo
Invisibleintegration

Which analytics tool integrates natively with Linear and Slack?

AI mentioned:MixpanelJuneHeap

+ 6 more prompts in the full report

Recommended fixes

Top 3 things we'd ship next

Prioritized P1/P2 with effort estimates and expected score lift.

Pro export · CSV + PDF
P1 4h

Publish a /vs/mixpanel comparison page

AI cites comparison pages 3x more often than feature pages. Currently invisible on 'Lumen vs Mixpanel' style prompts.

Expected lift +6 to +9 pts
P1 6h

Add an /open-source landing page with GDPR section

Loses the 'open-source product analytics that respects GDPR' prompt entirely. Posthog and Plausible win it.

Expected lift +4 to +7 pts
P2 3h

Write a Linear + Slack integration tutorial

Integration prompts are easy wins. Currently no Lumen mention; June and Mixpanel split this category.

Expected lift +2 to +4 pts
What changes if I act on this?

Project: 47 61 in 30 days

Estimated lift if Lumen ships the 3 P1/P2 fixes above. Confidence widens past day 14 — we re-baseline weekly.

Comparison prompts
Today: Invisible on "Lumen vs Mixpanel" — Mixpanel cited alone
After fix: Cited as the cheaper team-friendly alternative on every engine
+6 to +9 pts 7–14 days after publish
GDPR / open-source
Today: Lost entirely to Posthog + Plausible
After fix: Appears as the managed option for EU buyers who need both
+4 to +7 pts 10–21 days after publish
Integration prompts
Today: No mention; June and Mixpanel split the surface
After fix: Cited first on Linear+Slack queries (low competition)
+2 to +4 pts 5–10 days after publish

How we project lift: each fix is mapped to the prompts it likely unlocks, weighted by the engine-citation rate of similar fixes in our dataset. We never claim certainty — every projection ships with a confidence band on your live report.

Competitor deep-dive

Why Mixpanel keeps winning

Pro feature
M
Mixpanel
Cited in 8/12 sample prompts · scrape via Firecrawl + AI brief
  • Owns the comparison surface: 47 dedicated /vs/ pages indexed and consistently cited by GPT-5.
  • Their pricing page leads with a free tier headline number — LLMs quote that exact line verbatim.
  • Strong third-party citations: 12 G2 review excerpts and 8 Reddit threads in the last 90 days.
  • Weakness Lumen can exploit: Mixpanel rarely appears in EU/GDPR prompts — Posthog wins those instead.
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