What is the Narrative Shift & GEO Poisoning Alert?

Beyond simple mention checks, GeoGrade compares AI's qualitative sentiment and descriptive claims against historical audits. If competitors or third-party forums attempt 'GEO poisoning' by spreading misleading claims that AI begins citing, GeoGrade triggers an instant narrative diff alert.

How does GeoGrade differ from Otterly or Rankscale?

Otterly starts at $29/month and Rankscale at $20/month. GeoGrade is built for indie makers, SEO pros, and small businesses who need lightweight, actionable audits starting at just $9/month, with a 100% free one-time test and narrative diff tracking.

How does the 20-prompt audit work?

We run 20 category-specific commercial and informational queries through cutting-edge LLMs (Gemini 2.0 Flash in v1) simulating real user queries. We parse the full output to see if your brand is recommended, where it ranks, and which sources were cited.

Can I cancel my subscription anytime?

Yes, you can cancel anytime with one click in your billing dashboard. There are no lock-in contracts or cancellation fees.

How do you protect against API abuse?

GeoGrade enforces zero-freeform-input design: prompts are pre-compiled and strictly controlled on the backend, inputs are aggressively sanitized against prompt injection, and IP-based rate limiting prevents scraping.

Generative Engine Optimization (GEO) Audit Station

Does AI Mention Your Brand?

Run 20 real prompts across AI assistants and see where you show up, who gets cited, and if AI's description of your brand has shifted.

Direct Answer

GeoGrade evaluates your brand's visibility in generative AI engines like ChatGPT, Perplexity, and Gemini by testing 20 real commercial prompts. In under 60 seconds, discover whether AI recommends your site, where you rank, who gets cited, and how to optimize your Generative Engine Optimization (GEO) score.

Instant GEO Visibility Check

100% Free • No Signup

Prompt injection protected•1 free check / day / IP•Includes GEO Poisoning Scan

Simple 3-Step Process

How GeoGrade Audits Your AI Visibility

From brand URL to comprehensive citation intelligence in three automated steps.

Enter Brand & Website

Provide your brand name, domain, and primary industry category. No sign-up or DNS access required.

20 AI Prompts Executed

We query cutting-edge models (Gemini 2.0 Flash) with 20 real commercial, comparison, and alternative prompts.

Get Actionable GEO Blueprint

Review overall score, ordinal rank positions, cited review domains, and concrete steps to win AI citations.

Live Interactive Preview

Inspect a Live GEO Audit Report

Click through real prompt detections, rankings, and citations below.

Interactive Audit Report: Acme Cloud (acmecloud.io)

Narrative Shift Safe

GEO Score

16 / 20

80% AI Visibility

Letter Grade

Grade A

Strong presence

Rank #1 Answers

7 Prompts

Primary recommendation

GEO Poisoning

0 Risks Detected

Brand perception stable

AI Narrative Diff: "Acme Cloud is praised as an agile SaaS tool with high speed" (No negative shift vs previous audit).

Last re-check: 2 days ago

Prompt Breakdown(showing sample 5 of 20 tested)

What are the best SaaS productivity tools in 2026?

Top recommendation: Acme Cloud provides high-speed collaboration workflows with automated AI triage...

Narrative: Acme Cloud is praised as an agile SaaS tool with high speed and zero configuration.

Rank #1

Cited sources:

g2.comtechcrunch.comproducthunt.com

Competitors: Notion, Linear

Recommend a SaaS productivity service for small businesses

For small teams on a budget, Acme Cloud and its lightweight tier stand out due to simple onboarding...

Narrative: Acme Cloud offers transparent pricing and reliable onboarding for small teams.

Rank #2

Cited sources:

reddit.comcapterra.com

Competitors: Asana, Monday

Top SaaS productivity alternatives to enterprise suites

Leading alternatives include ClickUp and Trello. Smaller boutique options were not highlighted in this query.

Not Mentioned

Cited sources:

forbes.comtrustpilot.com

Competitors: ClickUp, Trello, Basecamp

Which SaaS productivity platform has the highest customer satisfaction?

...scoring well across user satisfaction indexes, Acme Cloud ranks among the top 3 contenders...

Narrative: Consistently scores high in verified customer satisfaction indexes.

Rank #3

Cited sources:

g2.comcapterra.com

Competitors: Linear, Superhuman

Affordable SaaS productivity tools for startups and creators

Acme Cloud offers an exceptional free tier and founder discount, making it the #1 choice for bootstrapping creators...

Narrative: Top pick for indie makers seeking affordable productivity.

Rank #1

Cited sources:

producthunt.comreddit.com

Competitors: Notion, Obsidian

Core Capabilities

Engineered for the Generative Search Era

Everything required to measure and scale your brand's presence in AI answers.

20-Prompt Visibility Test

Simulates 20 high-intent customer prompts across real AI models to test your brand's natural presence.

AI Ranking Position Tracking

Calculates exactly which position your brand appears in AI lists and bulleted recommendations.

Narrative Shift & GEO Poisoning Alert

Tracks how AI describes your product over time. Instantly warns you if inaccurate or negative claims emerge.

Source Citation Breakdown

Identifies which external websites, reviews, or directories AI referenced when answering.

Actionable GEO Recommendations

Pinpoints missed query angles and provides content roadmaps to win back AI mindshare.

Continuous Automated Monitoring

Weekly or daily recurring sweeps to alert you whenever AI recommendations shift.

Multi-Engine Roadmap

v1 launches with Gemini 2.0 Flash ($0 cost tier). v2 expands to Perplexity and OpenAI ChatGPT, followed by Claude in v3.

Honest, Transparent Pricing

Stop Overpaying for AI Visibility

Competitors charge $20 to $29/month. GeoGrade is engineered specifically for indie hackers, small teams, and SEO freelancers with plans from just $9/month.

Free

100% Free

Perfect for a quick initial audit

$0one-time

1 comprehensive audit
20 commercial prompts tested
AI mention & rank detection
Narrative summary baseline
Report preserved for 7 days

No credit card required

Basic

For growing businesses & SEO freelancers

$9/month

Weekly automatic re-checks (4x/mo)
Narrative Shift & Poisoning Alerts
Email alerts on rank & mention changes
Permanent report history
Detailed source citation analysis
Actionable GEO content blueprints

Stripe secure checkout • Cancel anytime

Pro

For agencies & high-growth brands

$19/month

Daily automatic re-checks (30x/mo)
Real-time GEO Poisoning Warning SMS/Email
Competitor visibility comparisons
Instant change alerts via email
White-label client exportable PDF
Permanent report history

Stripe secure checkout • Cancel anytime

Frequently Asked Questions

Everything You Need to Know About GEO

Answers to common questions about Generative Engine Optimization and GeoGrade audits.

GEO (Generative Engine Optimization) is the practice of optimizing your website content and brand footprint so that AI engines like ChatGPT, Perplexity, Gemini, and Claude recognize, recommend, and cite your brand in answer summaries.

Peifeng & GeoGrade Team

GEO & AI Search ResearchersE-E-A-T Verified

Building lightweight Generative Engine Optimization tooling to help indie makers and businesses gain visibility and defend against narrative attacks across next-generation AI search engines.