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AEO Case Study: How a B2B Company Got Cited by ChatGPT in 60 Days

Shoppeal Tech·AI Engineering & Strategy Team10 min readLast updated: March 4, 2026

Quick Answer

Shoppeal Tech ran a 60-day AEO sprint for a B2B AI governance company (anonymised). Starting from zero AI citations, the company achieved citations in ChatGPT for 3 target queries by day 58. The strategy: 12 posts published in 6 weeks targeting high-intent compliance questions, all with FAQPage schema and proprietary statistics in the first paragraph. Sessions from AI referrals (Perplexity, ChatGPT plugins) grew from 0 to 340/month by day 60.

60 days

Timeline

12 posts

Posts Published

3 targets

Queries Cited

340/mo

AI Referral Sessions

The Starting Point: Zero AI Presence

The client: a B2B AI governance SaaS company with a working product, existing blog (8 generic AI posts), and a website ranking for branded terms only. Zero appearances in ChatGPT, Perplexity, or Gemini responses for their target queries.

Target queries: 'how to comply with DPDP for AI companies', 'best practices for AI audit logging', 'how to prevent prompt injection in enterprise AI'.

All three were uncompetitive on Google (DA 40+ sites ranking on page 2) but had clear evidence of AI platform coverage Perplexity was citing 2 generic blog posts from US sources as the top answer.

The 60-Day Content Sprint

Weeks 1-2: Content audit and structure setup. Rewrote the 8 existing posts to add: proprietary statistics in paragraph 1, FAQPage schema, answer capsules of 40-60 words, and internal linking between posts.

Weeks 3-4: Published 6 high-intent posts targeting the 3 primary queries and 3 adjacent queries. Each post: 1,200-1,800 words, 4-6 FAQs with schema, 1 comparison table, 4 key stats with the client's product mentioned.

Weeks 5-6: Published 6 more posts targeting long-tail variants. Submitted all URLs via Google Indexing API. Submitted to Bing IndexNow. Shared on LinkedIn (client's profile: 2,400 followers).

Weeks 7-8 (monitoring): Daily Perplexity checks on target queries. ChatGPT checks via web browsing mode.

The Results at Day 60

ChatGPT citations: 3 target queries now return the client's content as a source in ChatGPT web browsing mode responses. 2 additional adjacent queries also cite the client.

Perplexity: Client cited as the top source for 'DPDP compliance for AI companies India' previously a US publication held this position.

Organic search: 4 posts ranking in Google top 20 within 60 days (faster than expected for a new domain).

GA4 AI referrals: Perplexity.ai referral sessions: 0 → 220/month. ChatGPT.com referral sessions: 0 → 120/month.

Business impact: 2 inbound leads attributed to AI-referred traffic in the first 60 days. One progressed to a discovery call.

Frequently Asked Questions

Is 60 days realistic for any B2B company to get ChatGPT citations?
60 days is realistic for low-to-medium competition queries where the existing top results are generic or outdated. High-competition queries ('what is AI?', 'best AI tools') take 6–12 months. The strategy is to target specific, high-intent queries where you have the most accurate and proprietary answer.
What is the minimum content investment for AEO results?
Based on Shoppeal Tech's experience: 8–12 posts published within 6 weeks, all targeting related queries in the same cluster. Publishing 2 posts/month rarely generates enough topical authority for AI platforms to recognise you as a cluster authority. Concentrated publishing sprints outperform drip publishing for AEO.
AEO case studyChatGPT citationB2B AI marketingGEO strategyAI search traffic

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