AI Readiness Report

0out of 100

abstract.com

Needs Work10 fixable issues

Your site needs optimization for AI search engines. We found 10 fixable issues.

Revenue IndexNeeds Work

28%1.18 / 4.27

AI VisibilityModerate

45%1.93× / 4.27×

Answer ReadinessNeeds Work

25%0.25 / 1.0

What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees

Navigation & hero imagery
Animations & interactions
CTAs & styled elements
JavaScript-rendered content

AI Crawler Sees

Raw HTML text only
No scripts, styles, or nav
No header or footer
~62 extractable words

extracted-content.txt62 words

About People Companies Office Opportunities Finding Futures.

Abstract is a venture capital firm based in San Francisco with $1.8 billion in assets under management.

We are sector-agnostic and invest in seed and early stage companies.

Our reputation among founders is built on fierce loyalty, unparalleled connections, and a relentless drive to help them win.

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

5/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags

Target: >= 1

H2 Tags

Target: >= 3

Fix: Add H2 subheadings to organize content into clear, scannable sections.

Word Count

Target: >= 800

Fix: Add more substantive text content — aim for 800+ words.

Hierarchy

Incorrect

Target: H1 before H2

Fix: Ensure your H1 tag appears before any H2 tags in the HTML.

AI Readability

5/10

How easily AI can parse and extract clean answers from your content.

Content Ratio

15%

Target: >40%

Fix: Reduce inline CSS/JS or add more text to improve text-to-HTML ratio.

Page Size

45 KB

Target: <1MB

Words (no JS)

Extractable words

Fix: Add text content that doesn't require JavaScript to render.

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

CleanNone detected — your content reads naturally.

Internal Links

Pages linked within your site

External Links

Outbound citations

Filler Phrases

Detected in body text

Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT

Allowed

ClaudeBot· Claude

Allowed

PerplexityBot· Perplexity

Allowed

Google-Extended· Gemini

Allowed

CCBot· Common Crawl

Allowed

Schema & Structured Data

12/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationFound

WebSiteFound

ArticleMissing

Fix: Add Article JSON-LD markup in your page's <head> section.

FAQPageMissing

Fix: Add FAQPage JSON-LD markup in your page's <head> section.

BreadcrumbListFound

Sitemap

Missing

No sitemap.xml detected

0/5 pts

Fix: Create a sitemap.xml at your domain root and submit it to search engines.

Image Alt Text

100%

0 of 0 images have alt text

5/5 pts

Technical SEO

Meta & Technical

9/15

Core technical signals that affect how AI engines index and trust your site.

Title

19 chars (30-70)Fail

Fix: Write a title tag between 30-70 characters with primary keywords.

Meta Description

297 chars (50-160)Fail

Fix: Add a meta description of 50-160 characters summarizing the page.

Open Graph Tags

PresentPass

Canonical URL

PresentPass

HTTPS

SecurePass

Content Freshness

5/10

AI engines prefer recently updated content.

Schema dateModified

2025-07-21T15:31:37+00:00Stale

Fix: Update your page content and set a recent last-modified HTTP header.

Not foundStale

Fix: Update your page content and set a recent last-modified HTTP header.

Last-Modified header

Fri, 13 Mar 2026 08:09:14 GMTFresh

AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered

What is Abstract's focus in terms of investment?

Where is Abstract located?

How much assets does Abstract manage?

What stage of companies does Abstract invest in?

What is Abstract's reputation among founders?

Content Opportunities

What types of companies does Abstract prefer to invest in?

How does Abstract support its portfolio companies?

What is the process for applying for funding?

What are the benefits of working with Abstract?

How does Abstract differentiate itself from other venture capital firms?

5 answered / 5 opportunities

Simulated AI Citation

What an AI engine would extract and cite from this page.

“Abstract is a venture capital firm based in San Francisco with $1.5 billion in assets under management.”

Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

What does a venture capital firm do?

How can I get funding for my startup?

What should I look for in a venture capital partner?

What are the benefits of early stage investment?

How does Abstract support its portfolio companies?

AI Revenue Potential

AI Visibility

45%Moderate

How likely AI engines are to find, understand, and cite your content.

Heading Structure

57%

Clean H1→H2→H3 nesting helps AI parse your page

Structured Data

86%

Schema markup tells AI what your content IS

Content Authority

25%

Depth, external links, and content quality signals

Answer Readiness

25%Needs Work

Can AI engines easily extract and quote answers from your page?

FAQ schema markup

3+ subheadings (H2)

Open Graph tags

Meta description

Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited

#2 Competitor BCited

#3 Competitor CCited

#4 Competitor DCited

#5 Competitor ECited