The first customer comes from ChatGPT. What happens next?
On Threads, a marketer says an agency received its first customer through a ChatGPT recommendation. The next question is practical: how can they develop this channel? In another English-language discussion, an organization is looking for a specialist in SEO, AEO and GEO together. These posts seek help with a specific task rather than a definition of a new term.
We examined public discussions to understand the tasks facing business owners, marketers and small teams. Names and message content are available through the source links; the conclusions below are AURA GEO’s editorial analysis.
How we collected the material
The working sample contains 49 public links in Russian and English: posts, individual comments and discussions. Among them, 13 Threads links belong to 10 conversations. We distinguished potential customers’ questions from tool advertising, practitioner advice and comments where the author’s role was unclear.
This is a qualitative sample, not a representative market survey. One link does not equal one buyer, a report of a customer does not establish the deal’s value, and a service request does not prove payment. The sample cannot establish prompt volumes, the share of all companies or market willingness to pay a particular price. What it does reveal is clear situations around which a useful product can be built. Sources were checked on 20 October 2026.
Request #1: help us do it, not just explain it
In an English-language post, Ontop Groups seeks a freelance SEO, AEO and GEO specialist for search visibility and organic growth. In Russian-language conversations, agencies look for partners and marketers try to understand which actions belong to the new task and who should carry them out.
These messages suggest a product hypothesis: people need a short path from their website to the next action. For example: a page crawl block is found → the setting responsible is shown → a fix is prepared → the server response is checked after publication. A card displaying a new channel name does not solve that task by itself.
Request #2: where did this visibility score come from?
On Reddit, an author describes checking one brand across many services: results differ substantially, while the question set and measurement method are unclear. Replies include both practical advice and promotion of participants’ own products. The entire thread therefore cannot be treated as independent validation of any one tool.
A useful takeaway for a website owner is to ask for the original question, service, date, search mode, full answer and links. If one tool checks Russian questions for Latvia and another checks English questions for the United States, their overall scores may mean different things. Repeating a question matters too: answers can change between sessions.
Request #3: there are mentions, but where are the leads?
In another Reddit thread, an author asks whether a brand’s presence in AI answers can be connected to visits, leads and revenue. This is an important distinction: a company name can appear without a link; a link can be displayed without a click; and a visitor can arrive without submitting an enquiry.
For your own website, keep answer observations, recognized referrals and confirmed lead events separately. We do not turn conversion figures shared by discussion participants without verification of the original methodology into AURA GEO promises. Some visits do not pass a recognizable referrer, so source analytics shows recognized events rather than everyone who saw the brand in a chat.
What website owners can use from this
Start with one clear business need and a short list of customer questions. Next, you need baseline answers with links, a selected page to improve and a repeat check under comparable conditions. This creates a work history that helps explain what has changed.
AURA GEO brings together a website project, preparation tasks, publications, agent observations and referral analytics for this purpose. A compatible MCP agent works within the owner’s granted permissions; third-party sign-ins, repository access and publication depend on the capabilities actually connected. This is a workflow with verifiable stages. Creating a project alone does not mean the website appears in recommendations.
We explain the practical sequence in “From AI checks to website improvements: a GEO workflow.” You can begin with the public AURA GEO knowledge base and MCP guide.
Sources
- https://www.threads.com/@matyuhina_an/post/DWHipDeDTP7
- https://www.threads.com/@ontop_groups/post/DecMSTGGgAf
- https://www.threads.com/@forma.duo/post/DdVzBBUDMAG
- https://www.reddit.com/r/GEO_optimization/comments/1umrd01/i_tried_at_least_20_ai_visibility_tools_for_my/
- https://www.reddit.com/r/aeo/comments/1u7607d/anyone_here_actually_paying_for_geoaeo_tools/
- https://aurageo.io/en/learn/
- https://aurageo.io/en/docs/mcp