When Dallas buyers ask ChatGPT, Claude or Copilot “who’s the best in our city” — your business should be the name that comes up first. We engineer your brand into the recommendations large language models actually make.
Mantas Auk is a Dallas-based SEO and AI search optimization agency helping businesses improve visibility across Google, ChatGPT, Perplexity and AI Overviews, with reporting tied to leads and revenue.
Example only — not a live or independently verified ChatGPT response.
Over 800 million people use ChatGPT every week. They’re not searching — they’re asking. Whoever LLMs recommend by name wins the deal before the buyer ever sees a search results page.
ChatGPT, Claude, Gemini and Copilot don’t pick recommendations randomly. They pull from training data, retrieval, and entity recognition systems we can deliberately engineer for.
LLMs learn from the web they’ve been trained on. We place your business in the high-authority sources LLM training pipelines actually scrape: Wikipedia/Wikidata, GitHub, Crunchbase, industry publications, podcast transcripts and reputable directories.
Goal: be in the model’s "long-term memory"ChatGPT browsing, Claude web access and Copilot search all do live retrieval on top of training data. We ensure your robots.txt allows their crawlers, your pages load fast, and your structured data is rich enough to be parsed confidently in real-time.
Allow GPTBot, ClaudeBot, PerplexityBotLLMs only confidently recommend entities they recognize. We build out your sameAs graph across LinkedIn, Crunchbase, Wikidata and industry directories, structure your author bios with verified credentials, and resolve naming conflicts (e.g. multiple Dallas businesses sharing your name).
LLMs prefer pages that are directly answerable, opinionated and original. We rewrite priority pages in conversational, citation-ready format: clear positions, named expertise, original data, and direct answers in the first 45–60 words of every section.
Goal: be quotable, not genericWhen a Plano founder asks Claude “Who’s a good SEO partner near me?” — the LLM doesn’t just look at Dallas. It evaluates DFW-wide signals: your Plano-specific content, Frisco mentions, Las Colinas business presence, and broader North Texas authority.
We optimize your LLM footprint across every DFW sub-market that matters:
Result: when ChatGPT, Claude, Gemini or Copilot answers a Dallas-related question, your business is the named recommendation — not a generic national vendor.
Illustrative scenarios showing the kind of work we do — we walk you through real, documented examples on a strategy call.
A typical scenario: a Dallas family law firm ranks on page one of Google yet has no presence in ChatGPT’s recommendations. The work is securing high-authority directory citations, cleaning up Wikidata, and restructuring author pages around verified bar credentials — so the firm becomes a name ChatGPT can confidently recommend for “Dallas family law attorney” prompts.
A typical scenario: a Plano-based B2B SaaS in a competitive category is losing AI mindshare to a louder competitor. The work is rebuilding the training-data footprint (Crunchbase, GitHub, podcast guest appearances) and producing original benchmark research that Claude, ChatGPT and Copilot have a reason to cite when they build a shortlist.
A typical scenario: a Fort Worth general contractor is invisible in ChatGPT for “best Fort Worth contractor” queries because two similarly-named businesses muddy the entity. The work is rebuilding NAP consistency, resolving the entity confusion, and seeding high-trust local mentions across DFW media so the right business gets the citation.
A repeatable, measurable 5-stage LLM optimization engagement. No black-box tactics, no monthly retainer mystery.
We benchmark your current mention rate across ChatGPT, Claude, Gemini and Copilot using a custom prompt set of 50–150 Dallas-relevant buyer questions. You see exactly which LLMs already know you and which ignore you.
We secure your business on the high-authority sources LLM training pipelines actually scrape: Wikidata, Wikipedia (where eligible), Crunchbase, GitHub, industry directories and verified podcast transcripts.
We resolve naming conflicts, build out your sameAs graph, implement Organization + Person schema for verified author pages, and validate everything in Rich Results Test.
We rewrite your priority pages in the format LLMs prefer to quote: direct answers first, modular sub-sections, named expertise, original data and concrete numbers.
Monthly tracking of citation rate, citation position and competitor share across all 4 major LLMs using BrandRank, Profound and Otterly. You always know what improved and what’s next.
Free 30-min strategy call. We’ll benchmark your current citation rate across ChatGPT, Claude, Gemini and Copilot, and map exactly where you’re invisible to AI recommendations.