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revyl.com
FALL 2024

revyl.com

Moderate AI visibility with 33 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureDeveloper Platforms
60/100
1 since v1
D
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
3/10

Verdict

Below-average AEO readiness at 60/100 - multiple areas need attention. Key strengths include Schema.org Structured Data, Q&A Content Format, and Direct Answer Paragraphs. Priority gaps: llms.txt File, RSS/Atom Feed, and Content Licensing & AI Permissions.

How to Improve

Current
60/100
Projected
84/100
39Total Fixes
8Quick Wins
~71hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersLink orphan pages into site navigationAdd definition-style contentAdd ai.txt and content licensingMake pages solve the user task fasterClarify entity boundariesReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low

Top Opportunities10

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

Add Person schema for content authors with credentials, expertise, and sameAs links. Expert attribution strengthens E-E-A-T signals that AI engines use to evaluate source credibility.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

Fix It With AI41

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Site Pages

revyl.com/resourcesD45
Revyl | AI Mobile E2E Testing on Real iOS & Android
revyl.com/docsD45
Revyl | AI Mobile E2E Testing on Real iOS & Android
revyl.com/case-studiesD45
Revyl | AI Mobile E2E Testing on Real iOS & Android
revyl.com/products/mobile-testingD43
AI Mobile App Testing Platform | Revyl
revyl.com/atlasD42
Mobile App Screen Maps and User Flow Atlas | Revyl
revyl.com/atlas/whop/flows/read-a-post-with-repliesD41
Whop Read a post with replies Flow | Revyl Atlas
Changes since v1Last audited 76 days ago
59
60
+1
View full comparison →
Focus Content on Core TopicsAdd Owned Data SignalsAdd Original Data & Case StudiesIncrease Content DepthAdd Answer Capsule PatternsFix Duplicate Content BlocksAdd First-Hand Experience SignalsAdd Entity DisambiguationEnhance Author & Expert SchemaImprove Citation-Ready Writing

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