System Online

LLMs recommend your SaaS competitors.
We make them recommend you.

We test ChatGPT and Gemini using buyer-intent prompts calibrated for SaaS. Then we produce engineering-ready schema, content and page fixes so SaaS products get recommended — not their rivals.

Free audit · No credit card · 30s scan
GPT-4o
Gemini 2.5

We test 15-30 validated SaaS buyer queries across multiple AI models. You get reproducible fixes, not theory.

⚠ Traffic leak detected

You are leaking 71% of AI-driven SaaS visits.

Your product appears in 0/10 top recommendations for "API monitoring tools". Competitors dominate the model context window.

Visibility
0%
Estimated revenue impact
–$12k
/ month
Share of Voice
1
Competitor A
35%
2
Competitor B
23%
You
0%

The search paradigm shift for SaaS

Traditional SEO tracks keywords. LLMs rank entities and they decide which SaaS product gets recommended.

Legacy SEO

You optimize for keywords

Google ranks links; LLMs rank entities. Keywords alone won't make your SaaS product appear in model recommendations.

✓ NEW
Entity Optimization for SaaS

Optimize your SaaS entity signals

Build structured product schema, feature pages and comparison pages so LLMs list your SaaS — not your competitors. Zero-click visibility for SaaS buyer queries.

See how we measure SaaS entity authority →

Reverse-engineer the black box for SaaS

Our agents test how LLMs perceive SaaS products and why they prefer rivals.

01 • Scan

Target Identification

We map the SaaS buyer queries that matter and identify the SaaS competitors LLMs recommend.

02 • Probe

Model Interrogation

We interrogate ChatGPT and Gemini with high-intent SaaS prompts to surface model behavior and failures.

03 • Repair

Strategic Output

We deliver prioritized, copy-paste recovery plans (schema, comparison pages, and product page briefs) so SaaS engineers and content teams can ship fixes fast.

See a full SaaS evidence log →

We don't just find problems. We fix them for SaaS.

Each SaaS report ships with a recovery sprint — a small set of high-impact engineering and content tasks that move the needle quickly.

Example impact: +42 points to visibility in 4–9 weeks (depending on execution).

Return Plan
Recovery Sprint
Impact
+42 pts
01
CRITICAL
Implement Product Schema (SaaS)
02
HIGH
Publish SaaS comparison pages
Scan Telemetry • Recorded on 11/28

Audit Log: Intercom.com

ID: u6hmwYz7YE3cC3QxVvBUR_4r4501zW6H | 5 High-Intent Traces

Where AI sends your customers and how much it costs your SaaS

Our SaaS scans show the % of AI recommendations your product currently captures. Fixes are concrete and engineering-ready.

High-Intent Loss
71%

of AI-driven SaaS visits going to competitors

Opportunity
~$12k

per month (est.)

Your Share vs Competitors
Competitor A 35%
Competitor B 23%
You 0%

No credit card · 30s scan · 6 SaaS prompts validated

See evidence log →

Research & Methodology (SaaS)

Models Tested
2

GPT-4o and Gemini 2.5 interrogated with high-intent buyer prompts calibrated for SaaS.

Tokens Processed
168K+

167,970 total tokens (85K+ input, 92K+ output) across ChatGPT and Gemini ensuring reproducible, validated SaaS results.

Validation Queries
15-30

Every scan tests a battery of SaaS buyer queries (comparison, evaluation, API usage, pricing signals).

Predictable pricing for SaaS founders

Start free. Upgrade to track SaaS competitors and automate weekly intelligence.

Free SaaS Scan

$0

One-time diagnostic to see where your SaaS product stands.

  • 1 AI Visibility Scan (SaaS)
  • 10 SaaS queries (5 ChatGPT + 5 Gemini)
  • AI Visibility Score for SaaS
  • Competitors mentioned
  • Weekly tracking
  • Trend graphs
  • Full SaaS model breakdown
Popular

Pro

$29 /mo

System operational

  • Weekly automated SaaS tracking
  • Competitor visibility & ranking for SaaS
  • Trend graphs over time
  • Full model breakdown (ChatGPT, Claude, Gemini, Perplexity)
  • 100 Monitored SaaS Queries
  • AI Visibility Score history
  • Competitor movement alerts
  • Drop alerts (visibility decreasing)
  • Deep insights & GEO recommendations for SaaS
  • PDF & shareable report export
  • Priority access to new features

Early Adopter

Limited
$99 one-time

Everything in Pro, forever.

Batch 1 Availability 10/50 Claimed
  • Everything in Pro, forever
  • Includes all future premium SaaS features
  • No monthly subscription
  • Founders badge
  • Shape roadmap with founder input
No credit card for free SaaS scan Cancel Pro anytime Secure Razorpay Checkout

Ready to stop leaking AI traffic?

Run a free SaaS scan — 30s. No credit card required.

FAQ

How is this different from SEMrush / Ahrefs? ▼
SEM tools measure keywords and links. GenRankEngine measures SaaS entity authority and how LLMs recommend SaaS products — a fundamentally different signal for modern discovery.
Do you need access to our platform or Google Analytics? ▼
No. A public SaaS site scan plus structured data and content checks are enough for the audit. For deeper monitoring we can integrate tracking, but it's optional.
How long until I see results after implementing fixes? ▼
Expect measurable changes in LLM recommendations within 2–8 weeks depending on the volume and quality of fixes deployed.