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getspine.ai
SUMMER 2023

getspine.ai

Moderate AI visibility with 33 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
66/100
37 since v1
D
Citation Avg
Answer Readiness
~40% weight
8/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
6/10

Verdict

Moderate AEO readiness at 66/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: RSS/Atom Feed, Speakable Schema, and Owned Data Density.

How to Improve

Current
66/100
Projected
86/100
32Total Fixes
3Quick Wins
~63hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd ai.txt and content licensingExplain how content was tested or reviewed
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Improve server response efficiency
low|low

Top Opportunities10

Add more proper nouns throughout content - named sources, organizations, tools, studies, and locations. Cited text averages 20.6% proper nouns; most sites fall well below 15%.

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.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

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.

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

Rewrite multi-clause sentences into single-claim statements under 20 words. Pages with Flesch-Kincaid grade 16 outperform grade 19 in citation rates.

Shorten sentences to under 25 words, use active voice in lead paragraphs, define jargon inline, and avoid hiding content behind accordions or display:none.

Establish a regular content publishing cadence with dated entries in your sitemap. Consistent publishing signals to AI engines that your site is an active, current information source.

The same paragraphs appear on multiple pages. AI engines may only index one version and ignore the rest. Rewrite shared content so each page offers a unique perspective.

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.

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Site Pages

www.getspine.ai/resourcesD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/docsD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/case-studiesD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/promptD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/securityD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/subprocessorsD41
Spine Swarm | State-of-the-art research and client-ready deliverables
www.getspine.ai/foundersD45
Spine for founders — High-signal research for fundraising and go-to-market. | Spine
www.getspine.ai/consultantsD45
Spine for consultants — Research and deliverables in minutes, not days. | Spine
Changes since v1Last audited 76 days ago
29
66
+37
View full comparison →
Increase Entity DensityAdd Owned Data SignalsImprove Internal Linking ArchitectureAdd Answer Capsule PatternsAdd First-Hand Experience SignalsImprove Sentence AtomicityReduce Extraction FrictionIncrease Publishing FrequencyEliminate Cross-Page Duplicate ContentAdd Entity Disambiguation

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