Homepage report, AI / Machine Learning
edgerunnerai.com
Ranked #8,301 of 30,521 homepages.
No clear headline and no proof near the top. A visitor has to work out what it is on their own.
67/100
B-
First screen at 1280px wide.
What we noticed
- 1
The headline is just “Domain-specific AI”.
A word or two can name something, but it can’t say what it is or who it’s for.
Try: Open with one plain sentence: what EdgeRunner AI is and who it’s for.
- 2
Nothing near the top says anyone else uses it.
No customer logos, numbers or quotes show up near the headline.
Try: Add a short proof line under the buttons: a customer count, a few logos or one real quote.
AI / Machine Learning Benchmarks
How you compare to 147 AI / Machine Learning sites
Gray line = AI / Machine Learning median
Analysis
Edgerunnerai scores 67 out of 100, a B-. The core message lands, but a few parts make visitors work harder than they should. That puts it in the top quarter of the 30,521 homepages we've ranked, where the median is 60. That's in line with the AI / Machine Learning median of 66.
The headline reads "Domain-specific AI". The headline makes a broad claim without saying what the product actually does. Its clarity score of 72 is above the overall median of 39.
The page has 7 CTAs, 4 of them above the fold. The main button, "Watch the launch film", is generic and doesn't tell visitors what happens next.
There are signals about who this is for, but the audience could be sharper. Detected audience: AI / Machine Learning. It uses a "for [audience]" line: "the Edge that is safe". Its ICP score is 45, above the median of 35.
Edgerunnerai fits the "Community / Movement" archetype with high confidence. The homepage is rallying people around a mission or identity, not just a product.
The pricing page has a free tier and social proof elements. Show actual prices on your pricing page. Hidden pricing creates friction and drives visitors away.
Fix These First
up to +12 ptsRanked by estimated impact on your overall score
Rewrite your hero headline
The wording is generic, so visitors can't tell what you do from the headline alone
Make your CTA more specific
"Get started" is generic. Tie it to an outcome, like "Start building" or "See your report"
First Impression
C+ (60/100)“A visitor would think this is a ai / machine learning for the edge that is safe that offers something that builds.”
| What kind of company? | AI / Machine Learning | clear |
|---|---|---|
| Who is it for? | the Edge that is safe | clear |
| What does it do? | Something that builds | vague |
| What's the benefit? | Risk Reduction / Safety | vague |
| What's the vibe? | Neutral | vague |
Gaps:
- -Product description is vague. Visitors get a rough idea but no clear picture.
- -Value proposition is weakly communicated. Benefits are implied, not stated.
Want a human to tear down edgerunnerai.com?
Each week Alex Stonehouse of Brilliantly Wrong records five free video teardowns for sites that ask. Each one covers what a first-time buyer takes away and the three fixes that matter most.
Suggested Rewrites
Rewrites based on what your page says. Click one to copy it.
Current
Domain-specific AI
Your headline is generic. These alternatives say what you do and for whom
Current
Watch the launch film
Tying your CTA to a specific outcome increases click-through
A/B Test Ideas
Specific experiments to run, ranked by expected impact
Test adding "free" or "no card required" to your primary CTA
Risk-reducing modifiers typically lift click-through 10-15%
Test a "free" modifier on your CTA: "Watch the launch film" vs "Watch the launch film: Free"
"Free" is the strongest CTA modifier in the homepages we score
Test a hero headline that names your product category explicitly
Generic headlines force visitors to scroll to understand what you sell. Test naming the category in the first 5 words.
Test adding social proof above the fold (customer count, logos, or testimonial)
No social proof detected. Even one trust signal ("Join 500+ teams") can lift conversions significantly.
Test adding an annual/monthly billing toggle with a discount
Annual billing toggles with visible savings ("Save 20%") are a standard conversion lever.
Messaging Clarity
CTA Analysis
D+ (45/100)Total CTAs
7
Above Fold
4
Best CTA
Tier 3
What Do You Sell?
B (72/100)In 5 words:
Platform to build generative for the edge
Hero
genericDomain-specific AI
Meta Description
specificAt EdgeRunner AI, our mission is to build Generative Artificial Intelligence (AI) for the Edge that is safe, secure, and transparent. We believe that you must Own Your AI.
ICP Clarity
D+ (45/100)Detected audience
decentAI / Machine Learning
Positioning Archetype
80% confidenceCommunity / Movement
Domain-specific AI
Confidence: 80%
Pricing Page
A (80/100)How You Compare
vs. other AI / Machine Learning sites in the index
| Dimension | edgerunnerai.com | angular.io | aidemsrv.com | rocketlawyer.… | entrata.com |
|---|---|---|---|---|---|
| Overall | 67 | 80-13 | 79-12 | 79-12 | 78-11 |
| Clarity | 72 | 59+13 | 87-15 | 52+20 | 59+13 |
| CTA | 45 | 75-30 | 78-33 | 63-18 | 45 |
| ICP | 45 | 50-5 | 81-36 | 53-8 | 50-5 |
| 1st Impr. | 60 | 52+8 | 28+32 | 28+32 | 72-12 |
| Pricing | 80 | 80 | 100-20 | 80 | 70+10 |
What We Analyzed
Title
EdgeRunner AI
Word count
554
Hero text
Domain-specific AI
More in AI / Machine Learning
Track Your Progress
Scanned October 2026. If edgerunnerai.com has changed since, re-scan to see the new score.
edgerunnerai.com scored 67/100.
We fix exactly this. Messaging, CTAs, positioning. Ready-to-ship, not a slide deck.
Work with us