Get Your Brand Recommended by ChatGPT
Over 100 million people ask ChatGPT for product recommendations, service providers, and brand comparisons every day. If ChatGPT doesn’t know your brand exists — or knows it but doesn’t trust it — you’re invisible to a buyer at the moment of decision. Akravo changes that.
How ChatGPT decides what to recommend
ChatGPT doesn’t run a search engine. It doesn’t rank pages. It synthesises knowledge from two sources, its training corpus and (for ChatGPT Search) real-time web retrieval, and generates a response based on what it “knows” about the world. This distinction is the foundation of every strategy Akravo builds.
Entity Recognition
ChatGPT understands the world as a graph of entities — companies, people, products, and their relationships. For your brand to be recommended, it must exist as a recognised entity with consistent attributes: industry, use case, target audience, differentiators. Brands that lack a clear entity footprint are never retrieved, even if they have excellent products.
Citation Density Across Authoritative Sources
The model learns brand trustworthiness from how frequently a brand is cited, and by whom. A passing mention on a low-authority blog carries almost no weight. A brand cited, described, and compared across industry publications, independent review platforms, analyst reports, and professional communities builds deep model confidence.
Semantic Consistency
ChatGPT cross-references how a brand is described across many sources. If your site says “AI-powered analytics platform” but third-party sources say “data dashboard tool,” the model struggles to build a coherent entity record. Semantic alignment across all brand mentions is critical.
ChatGPT Search: Real-Time Signals
ChatGPT Search, OpenAI’s browse-enabled mode, retrieves live web pages when answering queries. Structured data markup, page freshness, content authority, and clear answer formatting all factor in. Akravo’s technical content work overlaps with traditional on-page optimisation here, but targets AI retrieval patterns rather than human reading patterns.
The practical implication: You cannot get ChatGPT to recommend your brand by optimising your own website alone. You need a distributed presence: authoritative third-party coverage, structured entity data, and semantic consistency across the web ecosystem that feeds ChatGPT’s knowledge.
Why most brands are invisible in ChatGPT
After auditing over 200 brands, Akravo has identified four failure modes that keep even well-established businesses out of ChatGPT recommendations.
No entity footprint
The brand exists only on its own website. No independent citations, no third-party coverage, no structured data pointing to an entity. ChatGPT effectively doesn’t know it exists. This is the most common failure mode and the easiest to diagnose, but it takes 3–6 months to fix.
Category mismatch
The brand is cited, but cited for the wrong category. An enterprise security platform that gets mentioned only in broad “cybersecurity” contexts will never appear when ChatGPT answers “what are the best endpoint protection tools for mid-market companies?” Precision matters: your citations must use the exact language your buyers use in their queries.
Trust signal gap
ChatGPT applies implicit credibility filtering. Citations from publications it recognises as authoritative carry far more weight. A brand mentioned 500 times on low-authority sites may rank below one mentioned 20 times in top-tier industry publications. Citation quality beats citation quantity every time.
Content that reads for humans, not AI
Most web content is written for human readers: narrative, creative, conversational. AI models extract structured knowledge. Content without clear definitional statements, explicit comparisons, and factual assertions is harder for models to parse into reliable knowledge. The writing format matters as much as the writing quality.
The Akravo ChatGPT SEO approach
Our methodology is built around one question: what would need to be true for ChatGPT to confidently recommend your brand? We then systematically make each of those things true.
Prompt Landscape Audit
Weeks 1–2We map 500–1,500 prompts your ideal buyers are sending to ChatGPT. Not keyword research — prompt research. What questions are they asking, in what contexts, with what intent? We run these prompts, record what ChatGPT currently recommends, and identify exactly where your brand should appear but doesn’t.
Entity Architecture
Weeks 2–3We build a full entity map for your brand: primary category, subcategories, use cases, buyer personas, competitor relationships, geographic scope, and integrations. This is the semantic blueprint for all citation and content work. Every mention across every source reinforces the same coherent entity.
Authority Citation Campaign
Months 1–4We secure high-authority, contextually relevant mentions of your brand in publications, directories, analyst content, and professional communities that ChatGPT trusts. This is not link building. We build the mention density and source diversity that gives the model confidence in your brand’s existence, credibility, and category positioning.
AI-Optimised Content Deployment
OngoingWe create and optimise content designed for AI extraction: comparisons that position your brand against alternatives, definitions that establish your category authority, and use-case pages that match the exact contexts in which buyers query ChatGPT. Structured data and schema markup ensure ChatGPT Search can retrieve and parse this content accurately.
Citation Monitoring & Iteration
OngoingWe run your target prompts weekly, tracking which citations appear, how your brand is described, and where competitors are gaining ground. Monthly strategy sessions turn this data into adjusted campaigns, doubling down on what works and replacing tactics that aren’t. You get full visibility into citation counts, description accuracy, and prompt coverage.
From 3 to 41 ChatGPT citations in 90 days
A B2B fintech payments platform came to Akravo invisible in AI search. Despite strong Google rankings, ChatGPT had minimal knowledge of the brand and recommended three competitors by name. Within 90 days of our engagement, the brand was cited 41 times across our prompt monitoring suite and attributed $180k in pipeline to AI-referred traffic.
The strategy had three parts: entity architecture to place the brand in the B2B payments category, 14 high-authority publication placements including industry analyst coverage, and 32 AI-optimised comparison pieces targeting competitor-adjacent prompts. The brand now appears in ChatGPT, Perplexity, and Google AI Overviews across 1,200 monitored prompts.
What you get
Every Akravo ChatGPT SEO engagement includes a defined set of deliverables, tracked monthly.
Prompt Landscape Report
500–1,500 audited prompts showing current ChatGPT behaviour, competitor citation analysis, and your opportunity map.
Entity Architecture Document
A structured brand entity blueprint matching how AI models categorise and recall your business.
Monthly Citation Campaigns
Publication placements in high-authority outlets, directory listings, and third-party content that secures brand mentions in AI-trusted sources.
AI-Optimised Content
4–8 pieces of comparison, definitional, and use-case content per month, fully structured for AI extraction and ChatGPT Search retrieval.
Structured Data Implementation
FAQPage, Organization, Service, and BreadcrumbList schema deployed across your site to maximise ChatGPT Search eligibility.
Weekly Prompt Monitoring
Automated tracking across your full prompt suite with monthly reporting showing citation counts, description accuracy, and competitive position.
Frequently asked questions
How does ChatGPT decide which brands to recommend?+
ChatGPT selects brands based on entity recognition from training data, citation density across authoritative sources, semantic consistency of brand descriptions, and (for ChatGPT Search) real-time web content quality and recency. Brands with strong entity graphs and consistent citations across multiple authoritative domains are far more likely to be recommended.
What is the difference between ChatGPT and ChatGPT Search for SEO?+
Classic ChatGPT relies on training data cut-off knowledge, so brand presence in that corpus matters most. ChatGPT Search also evaluates current web content, structured data, and page authority. Akravo optimizes for both: building the underlying brand entity in AI training data pipelines while ensuring live content meets ChatGPT Search’s quality signals.
How long does it take to get cited by ChatGPT?+
Most clients see initial ChatGPT citations within 60–90 days. Larger citation volume typically builds over 3–6 months as entity authority accumulates across sources. ChatGPT Search citations can appear faster, sometimes within 2–4 weeks, because they depend on live indexing rather than training data cycles.
Can any business be optimized for ChatGPT recommendations?+
Yes, though the strategy varies by industry. B2B SaaS, fintech, legal tech, e-commerce, and professional services all have strong pathways to ChatGPT visibility. We conduct a prompt landscape audit first to identify which queries are realistic targets and where your brand has the highest probability of appearing.
What makes Akravo different from general SEO agencies?+
Akravo focuses only on AI search visibility: ChatGPT, Perplexity, Google AI Overviews, Gemini, and Bing Copilot. Traditional SEO agencies optimize for keyword rankings in blue-link results, which is increasingly separate from AI answer generation. Our methodology is built for how large language models select and cite sources.
Do you guarantee ChatGPT citations?+
We don’t guarantee specific citation counts because AI models are probabilistic systems. What we guarantee is the work: thorough prompt research, entity building, citation acquisition from authoritative sources, and structured content deployment. Our fintech client went from 3 to 41 ChatGPT citations in 90 days. Results depend on your starting authority and competitive position.
Ready to get recommended by ChatGPT?
Book a 30-minute discovery call. We’ll audit your current ChatGPT visibility, show you what your competitors are doing, and outline a custom strategy for your brand.
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