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Agentic Marketing Hub

Practical insights on AI agents, workflow automation, and the systems driving the next generation of marketing.

AI Citation Share: How to Measure and Improve It

Pew found users click a result on 8% of searches with an AI summary, against 15% without. How to measure citation share, and five fixes that move it.

ai citation share

Amruthavarshini·August 27, 2026·11 min read

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brand mentions ai search

Brand Mentions in AI Search: Measuring What Has No Link

An assistant names your product. No link, no click, nothing in GA4. The buyer shortlists you or doesn't. How to measure mentions that leave no trace.

Amruthavarshini·August 26, 2026·8 min read

llm citation sources

What LLMs Actually Cite: Six Studies, Six Answers

Reddit is 1.8% of ChatGPT citations. Or 11.3%. Same data, different denominators. Why the studies contradict each other, and what's actually consistent.

Ganesh Balaji·August 26, 2026·8 min read

g2 reviews ai searchreview sites ai search

Do G2 and Capterra Feed AI Answers? The Evidence Conflicts

Nearly every tool ChatGPT recommends has a G2 profile. Almost none of the citations point there. What that gap means for your review strategy.

Amruthavarshini·August 26, 2026·7 min read

ai crawlers

AI Crawlers: The Three You're Probably Blocking Wrong

OpenAI and Anthropic each run three crawlers, controlled separately. Blocking one doesn't block the others. What each does, sourced from vendor documentation.

Ganesh Balaji·August 25, 2026·7 min read

saas seo

SaaS SEO for Small Teams: What to Do, In What Order

Most SaaS SEO advice assumes a team you don't have. The sequence for one person: what to fix first, what to build next, and what to deliberately ignore.

Amruthavarshini·August 25, 2026·8 min read

content engineering

What Is Content Engineering? Systems, Not Writing

Duplicate pages, stale posts, slipping refresh cycles. Those aren't writing problems, they're systems problems. What content engineering is and where to start.

Amruthavarshini·August 24, 2026·8 min read

topical authority

Topical Authority: What Google Actually Confirms

Google publishes no topical authority metric, and E-E-A-T isn't a score you optimise for. What's actually observable, and how to build coverage that holds.

Ganesh Balaji·August 24, 2026·7 min read

query fan out

Query Fan-Out: How One Question Becomes Twelve

You track one keyword. The system runs a dozen searches you never see. How query fan-out works, the seven patterns, and what to measure instead of rank.

Amruthavarshini·August 22, 2026·7 min read

geo vs seo

GEO vs SEO: What Changed and What Didn't

Peer-reviewed research found GEO gains most on pages already ranking around position five, not position one. What changed, what didn't, and where to start.

Ganesh Balaji·August 22, 2026·9 min read

aeo vs geo

AEO vs GEO: Two Terms, One Practice

Same techniques, same metric, same workstream. GEO came from a Princeton paper, AEO from practitioner language. Why two words exist, and what it changes.

Amruthavarshini·August 22, 2026·6 min read

best geo tools

Best GEO Tools: 10 Platforms and What They Cost

If a vendor won't show you raw answer snapshots, stop there. Ten GEO platforms with actual pricing, sorted by whether they monitor or act.

Ganesh Balaji·August 21, 2026·7 min read

best aeo tools 2026

Best AEO Tools 2026: 11 Platforms, Ranked

If a vendor won't show you raw answer snapshots, walk away. 11 AEO platforms ranked against stated criteria, with pricing from $29 to $800 a month.

Amruthavarshini·August 21, 2026·9 min read