AI Search8 min read
Learn how to identify ChatGPT referral traffic in Google Analytics 4, find the landing pages AI visitors reach, measure engagement and conversions, and understand what GA4 cannot attribute.
Aug 24, 2026Read →
Growthract Insights
Ideas for getting
found.
Practical thinking on SEO, Answer Engine Optimization, AI search visibility and the systems behind sustainable organic growth.
Original Research2026 Benchmark
2026 AI Search Readiness Benchmark: 100 B2B SaaS Websites
Original research across 100 B2B SaaS websites on llms.txt adoption, AI crawler access, JSON-LD, schema markup, canonicals, and technical readiness.
100
B2B SaaS websites studied
76.3%
llms.txt present · 74/97 determinable
99.0%
Tested crawler access · 97/98 known
78.4%
Homepage JSON-LD · 76/97 inspectable
Benchmark signals
n = 100AI search crawler access
97 / 98 known
Homepage JSON-LD
76 / 97 inspectable
llms.txt adoption
74 / 97 determinable
SoftwareApplication schema
21 / 97 inspectable
Deterministic observations from public website evidence. No proprietary readiness score and no claim that these signals cause AI citations.
Featured
Worth your attention.
LLM Optimization12 min read
Do You Need llms.txt for SEO and AI Search in 2026?
Does llms.txt help with Google rankings, ChatGPT visibility or AI search citations? Here is what the major platforms actually say, where llms.txt can be useful and what businesses should prioritize instead.
Umang Gupta
Aug 18, 2026
Insights
Latest thinking
19 articles
AEO6 min read
Traditional SEO metrics are failing to capture the reality of AI-driven search. Learn how to shift your strategy from chasing blue links to ensuring your brand is accurately represented in synthesized AI responses.
Aug 23, 2026Read →
AI Search7 min read
Stop chasing proprietary AI visibility scores. Learn how to build a rigorous, evidence-based framework to track your brand’s presence in AI-assisted search across ChatGPT, Perplexity, and Gemini.
Aug 23, 2026Read →
AI Search6 min read
B2B buyers are increasingly using AI assistants to vet software before ever clicking a link. This shift demands a new approach to product positioning, entity clarity, and performance measurement.
Aug 23, 2026Read →
AI Search6 min read
Traditional SEO rank tracking is obsolete for conversational AI. Learn how to build a repeatable, prompt-level measurement system to monitor your brand’s visibility, context, and recommendation frequency across LLMs.
Aug 23, 2026Read →
AEO12 min read
A practical 15-point AEO checklist for auditing crawlability, entity clarity, answer-ready content, structured data, evidence and AI search visibility.
Aug 18, 2026Read →
Growthract Insights
Get weekly AI Search & AEO insights delivered to your inbox.
Practical ideas, search strategy breakdowns and actionable insights for businesses adapting to modern search.
Explore
Go deeper into
modern search.
Explore Growthract's broader resources on SEO, AEO, AI search visibility and organic growth.
SEO + AEO
Understand modern search
See how SEO and Answer Engine Optimization work together.
Explore →AI Search
Understand AI visibility
Learn how businesses can become more visible across AI-powered search experiences.
Explore →Case Studies
See search strategy in action
Explore practical examples, problems and search growth opportunities.
View case studies →LLM Visibility
Understand citations & entities
Explore how entities, sources and citations influence visibility in AI-generated answers.
Explore →FAQs
Get clear answers
Straightforward answers about SEO, AEO and AI search.
Explore →Entity Science
Build stronger search entities
Learn how entity understanding supports search visibility across traditional and AI search systems.
Explore →Search visibility
Ready to improve how your business gets found?
Find out where your business is visible today and identify the opportunities that could improve your search presence.