Same page. Different intro. 3.2x more AI citations.
Standard intro (company story first) vs answer-ready intro (40-60 word direct answer first).
If your first 60 words don't answer the buyer question, the LLM moves on.
Check your top 5 pages right now.
Kveeky shipped 10 comparison pages in 30 days. Most companies take 6+ months.
Result: 0 to 200+ daily clicks. 19/28 AI prompts won. 2.8x more signups.
Speed is the differentiator. Ship comparison pages fast, compound results faster.
15-minute AI audit on a real SaaS product.
Result: 1 out of 15 prompts mentioned. 5 critical findings.
No answer-ready intros. Zero comparison pages. Stale content. No Reddit or G2 presence.
This is what we find on 80% of B2B sites.
Your blog alone won't get you cited by AI engines.
The playbook: publish on-site, then distribute to Reddit, G2, Dev.to, and YouTube over 4 weeks.
One client followed this exact sequence. AI mentions went from 0 to 22/32 target prompts.
Distribution > creation.
4 out of 5 cybersecurity companies were invisible to AI search engines.
Same category. Same 20 prompts. Only one company appeared across all 3 AI engines.
The difference? Comparison pages, Reddit activity, and monthly content updates.
Google rank didn't predict AI visibility.
MojoAuth was invisible on every AI engine. Zero mentions across 32 prompts.
5 months later: 847% increase in AI mentions. 22/32 target prompts won. Developer signups up 3.4x.
Reddit posts and Dev.to articles drove more AI citations than their own blog.
Not all content is equal for AI visibility.
Comparison pages and FAQ pages have the highest AI citation rate. Build those first.
Blogs without structure? They rank 6th. Most companies over-invest there.
One client shipped 10 comparison pages in 30 days. Result: 200+ daily clicks from zero.
SSOJet went from 35K to 95K clicks in 6 months using GEO.
Started with 0 out of 47 AI mentions. Competitors Auth0 and Okta dominated.
The fix: 23 pages restructured, 8 comparison pages, off-site distribution on Reddit and G2.
Result: 171% click growth. Now recommended by ChatGPT.
Our CMO Ankit Agarwal ranked page types by AI citation impact.
Comparison pages are #1. FAQ pages are #2. Blog posts - where most companies invest the most - rank #6.
Comparison + FAQ pages are where the real ROI is. Audit yours this week.
Our CEO @guptadeepak.com on comparison pages:
Early stage: 3-5 pages (top competitors only)
Growth: 10-15 pages (add category + alternative pages)
Scale: 25-40 pages (full competitor matrix)
Most important: update monthly. Stale comparisons get replaced in AI citations.
gracker.ai
AI engines prefer fresh content - 25.7% fresher than what Google ranks.
Most companies publish and forget. Winners have a refresh calendar.
Key: add dateModified schema to every page you update. That's the signal AI engines read.
Our CTO Govind Kumar analyzed SERP rankings vs LLM citations.
Result: Google ranking is a weak predictor of AI citation.
Google ranks pages. LLMs cite passages. If no 200-word chunk in your page answers a query directly, the LLM skips it.
SEO gets you ranked. It doesn't get you cited.
Not theory. Measured lifts from real clients.
The biggest movers for AI citations:
- Answer-ready intros: 3.2x more cited
- Citational density: +115% lift
- 3rd-party distribution: +180%
Most companies do 1-2 of these. Winners do all 7.
Our CMO Ankit Agarwal's content decision framework:
Update if: page already ranks, content >60 days old, AI gives wrong answers about your topic
Create new if: no page exists for a priority prompt, competitors own a comparison you lack
70% updates, 30% new = the winning split.
Our CEO @guptadeepak.com on AI optimization timelines:
Month 1 - nothing moves (hardest part)
Month 2 - first citations appear
Month 3 - consistent across platforms
Month 3-6 - compounding kicks in
SSOJet: 35K→95K clicks. MojoAuth: 847% AI mention increase.
No magic. But the compounding is real.
LLMs pull brand mentions from 10 third-party sources more than your own website.
Reddit is #1. G2, YouTube, and Capterra round out the top 4.
The surprise? Your blog ranks below all of them.
Our CTO Govind Kumar tested dozens of schema types for AI visibility. Only 5 move the needle:
FAQPage (highest impact), HowTo, Product, Organization, Article
Key: your FAQ Q name must match your H2/H3 headings. LLMs extract these directly.
Each AI engine retrieves and cites brands differently.
ChatGPT owns 78-87% of AI traffic but Perplexity is growing fastest. Gemini follows Google's rules. Claude rewards depth.
Optimizing for one = invisible on three.
Prompt mining = keyword research for AI search.
Our CMO Ankit process:
Seed prompts > Test on 3 AI platforms > Map competitor gaps > Prioritize by buyer intent
Takes 2 hours. Try it: ask ChatGPT "best [your category] tools" and see if you show up.
Our CEO @guptadeepak.com on why GEO isn't rebranded SEO:
SEO optimizes for crawlers. GEO optimizes for language models.
$77M in GEO-specific funding in 3 months. Profound raised $58.5M. Scrunch raised $19M.
This is a new category.
LLMs don't just cite your website. They cite Reddit, G2, YouTube, and niche blogs - often more than your own content.
We ranked the top 7 off-site platforms by AI citation impact.
Most companies spend 90% on-site. Winners? 50/50.
The new B2B buyer journey doesn't start on Google anymore.
ChatGPT handles 78-87% of AI search traffic. Perplexity is the fastest growing. And 89% of B2B buyers already use AI in vendor research.
Each platform has different rules. Are you optimizing for all of them?
Our CMO ankitagarwal built a free 30-min AI visibility audit:
→ Search your brand on ChatGPT, Perplexity, Gemini
→ Check if competitors show up instead
→ Review your content structure
→ Scan 3rd-party mentions
Score yourself: 5/5 = ahead of 90%
0-2 = competitors are winning
Our CEO @guptadeepak.com spent 10 years building a B2B SaaS company (LoginRadius, 500M+ users).
Then one ChatGPT query showed him the discovery layer had completely shifted.
That's why he built GrackerAI.
Your GA4 is lying to you.
AI referral traffic converts 3-5x higher than organic, but GA4 labels it all as 'Direct Traffic.'
One regex fix reveals everything:
chatgpt|openai|claude|gemini|perplexity|copilot|deepseek
We tested the same query on ChatGPT and Google.
The #1 Google result didn't appear in ChatGPT at all. 5 completely different brands were recommended.
Only 3/5 overlapped. AI search is a different game.
would be huge for AEO work — finally quantifying AI visibility instead of guessing from traffic drops. Curious if they'll break it down by query intent or just surface-level impressions
interesting to see Japan's GEO market maturing this fast.
GrackerAI is a GEO platform that is designed especially for B2B SaaS and cybersecurity companies. It tracks and improves AI search visibility
Curious if they're doing actual citation tracking or just content optimization though
the 2x time-on-site metric is the real story here. means AI's actually sending qualified traffic, not just randos.
changes the whole ROI calc for GEO investment vs traditional SEO
Our CEO @guptadeepak.com asked ChatGPT:
“Best IAM tools for mid-market?”
A competitor ranked #1. Many Big Players? Invisible.
Google rankings ≠ AI visibility.
80% of B2B buyers use AI for research. If you’re not cited, you’re losing deals.
gracker.ai
