We help brands monitor, improve visibility and get cited in AI search. Try it free → https://xitter.gq/t.co/rQZBqyyRBN
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Building Botric.ai helping businesses measure and improve how they’re mentioned, cited, and recommended across AI search.
We’re running this study at Botric, and we’d like your input. Which brands or prompt types would you want us to test? Drop them below 👇
Do AI assistants recommend big brands over small ones?
Everyone assumes yes. Nobody has shown it with data.
At Botric we track thousands of buyer-style prompts across ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews.
So we're running a study on it, and we're writing down our hypotheses before we look at the results:
1. Within the same category, larger brands get mentioned more often than smaller ones.
2. The gap shrinks for local and niche prompts.
3. Small brands get cited mostly from their own site and review pages. Large brands get cited from editorial and community sources.
4. Among small brands, the ones with more third-party mentions show up more in answers.
We'll compare brands of similar category, exclude branded prompts, report each engine separately, and show the uncertainty. If we find nothing, we'll publish that too.
When it's done we'll share the method and the aggregated data, not just the headline.
What would you want this study to answer?
Tell me in the comments and I'll try to build it in.
#GEO #AIVisibility #AISearch #SEO
Hey! Botric.ai here👋 helping businesses see how they show up in AI search and improve their chances of being mentioned, cited, and recommended.
1) You can find out if AI recommends your brand in 5 minutes. No tools. No signup.
"AI visibility" = how often ChatGPT, Gemini, Perplexity and Claude recommend you when a buyer asks.
Here's how: 🧵
2) Open ChatGPT, Gemini, Perplexity and Claude.
Four tabs. Same question in each.
3) The question: the exact buying prompt your customer uses.
Not your category. Your use case. "Best [X] for a [size] [type] team."
4) Count the mentions. Yours vs your top three competitors'.
Be honest: an "honorable mention" isn't a recommendation.
5) Repeat for 10 prompts.
Example result: you're cited on 1–2, a competitor on 7.
That gap is your AI visibility problem, in one page of notes.
6) The uncomfortable part: your usual analytics won't warn you.
There's often no traffic drop and no rank change. Just a shortlist you're not on.
7) Want it done in 30 seconds? Run a free check across all four at botric.ai. No signup needed to see results.
Ask ChatGPT, Claude and Perplexity the same “best [your category] for [your buyer]” question.
You’ll often get three different answers from different models. Each model reads the web differently, so one “AI visibility score” hides a lot.
Check each one separately. That’s where the real gaps show up.
See where you show up on each → botric.ai
#GEO #AIVisibility #AISearch
Building Botric.ai helping businesses measure and improve how they’re mentioned, cited, and recommended across AI search.
Building Botric.ai helping businesses measure and improve how they’re mentioned, cited, and recommended across AI search.
Building Botric.ai helping businesses measure and improve how they’re mentioned, cited, and recommended across AI search.
𝗗𝗼𝗺𝗮𝗶𝗻 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄 𝗶𝘀 𝗻𝗼𝘄 𝗹𝗶𝘃𝗲 𝗼𝗻 𝗕𝗼𝘁𝗿𝗶𝗰.
Enter any domain and see:
→ Estimated organic traffic from Google
→ Where its keywords rank, from top 10 to 50+
→ Top keywords by volume, with CPC
→ The exact pages earning that traffic
Export the data to Sheets, CSV or Excel.
𝗞𝗻𝗼𝘄 𝘄𝗵𝗮𝘁’𝘀 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗼𝗻 𝗚𝗼𝗼𝗴𝗹𝗲, 𝘁𝗵𝗲𝗻 𝘀𝗲𝗲 𝗵𝗼𝘄 𝘆𝗼𝘂 𝘀𝗵𝗼𝘄 𝘂𝗽 𝗶𝗻 𝗔𝗜 𝗮𝗻𝘀𝘄𝗲𝗿𝘀. 𝗦𝗮𝗺𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱.
Try Domain Overview → botric.ai
#SEO #GEO #MarketingTools
Happy to connect! We’re building Botric.ai to help businesses understand how they show up across AI search, you should give it a try sometime. Would love to hear what you think.
The two ways AI knows you:
AI knows your brand in two ways.What it learned in training, which is frozen and can be months old.
What it looks up live when someone asks, which is whatever it can find and read right now.
Most brands only work on #1 and hope. #2 is the one you can fix this week.
#GEO #AISearch #LLMVisibility
Building Botric.ai helping businesses measure and improve how they’re mentioned, cited, and recommended across AI search.
1) We took a brand from invisible to cited by ChatGPT, Gemini, Perplexity AND Claude in about 30 days.
Here's the exact playbook (steal it): 🧵
2) First: stop guessing what to rank for. Map the prompts your buyers actually type into AI.
Not "what is X." The buying ones: "best X for Y," "X vs Z," "how to set up X this quarter."
3) Then audit the reality. Ask all four engines the same prompts and log who gets named.
You'll usually find you're absent on the ones that matter most — the bottom-of-funnel questions.
4) Fix the plumbing first, because it's fast and high-impact:
· Add structured data (schema)
· Publish llms.txt
· Unblock AI crawlers in robots.txt
· Fix canonicals & page speed
5) Then write the content the models are missing — real comparison pages, pricing guides, "how to choose"
posts.
Don't write for readers. Write to be quoted: clear answers, extractable structure, one claim per section.
6) Seed the sources AI trusts. The models cite third parties — communities, reviews, roundups.
Get into the places they already quote and you stop fighting for the answer. You become part of it.
7) Re-test every week. Visibility compounds: more citations → more trust → more citations.
That's the loop most brands never start.
8) Want your own starting score? Run the free 30-second audit — no signup: botric.ai
The category claim
Most AI-visibility tools tell you you're invisible, then stop.
We find the gaps, write the fix, and answer every visitor AI sends.
Two engines, one stack. Full funnel!
Visit👉 botric.ai
#AISearch #GEO #AIVisibility #B2BSaaS
Hey! Botric here👋 helping businesses see how they show up in AI search and improve their chances of being mentioned, cited, and recommended.
botric.ai
Harder hit, yes, but also a bigger opportunity. AI answers don’t care about ad budgets. A startup with clear positioning and strong third-party mentions can show up right next to the giants. Most just don’t know they’re missing yet.
The new invisible
Your buyer asked ChatGPT what to buy. It answered. You weren't in it.
There's no alert for this. No traffic drop. No email.
That's the new invisible — and it's costing you more than a bad ranking ever did.
#AISearch #GEO #AIVisibility #B2BSaaS
Botric retweeted
Most AI-visibility tools tell you you're invisible.
That's it. A dashboard and a shrug.
The gap in this market isn't information.
It's the fix.
So we built both:
→ Find the AI prompts and Google keywords you're losing
→ Write the pages and blogs that win them back
→ Rank you on AI and Google
→ Then answer every visitor AI sends you, 24/7
One platform. Two engines. The full funnel.
Free 30-second audit (no signup): botric.ai