SEORCE - See where your brand is discovered and fix what blocks it
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Your brand is being discovered in more places than search, but you cannot see where you are missing. Rankings, crawls, content, and links live in separate tools, leaving teams guessing what to fix first. SEORCE gives one clear view of discovery across search and AI, shows what is blocking visibility, who is winning instead, and what to fix first. One system to understand, prioritize, and act without scattered dashboards.
Replies
How does this compare to BrightEdge or SEMrush for AI search specifically? I've been looking for a tool that tracks visibility across all these LLM interfaces in one place.
SEORCE
Hi @tomlygo BrightEdge and SEMrush are still largely Google-first SEO tools — their “AI” features mostly extend traditional rankings and content workflows. SEORCE is built AI-first to track actual brand visibility inside LLM answers (like ChatGPT, Perplexity, Claude), including where you’re mentioned, where you’re replaced by competitors, and why. The goal is one place to see discovery across search and AI, not just keywords.
Along with this, then we show atleast 3x more data SEMRUSH for the organic keywords (more than anyone else in the market).
and then we also have all the required features to do the search engine optimisation alongside the GEO with everything driven by AI which include:
Content Writing Studio
Rank Tracking
Organic keywords traffic, impressions, positions.
Technical Audit
Web Analytics
and many more
SEORCE
@tomlygo
Great question 👍
Tools like BrightEdge and SEMrush are still mainly focused on traditional search (rankings, keywords, traffic from Google). They’re strong there, but they don’t really show how AI tools talk about you.
SEORCE is built specifically for AI search and LLM visibility. Instead of just rankings, we track how brands appear inside tools like ChatGPT, Claude, Perplexity, and Gemini > mentions, context, comparisons with competitors, and why an AI might surface one brand over another.
Think of it as complementary to SEO tools, but focused on the AI layer of discovery. Would love to hear what you’d want to track most across LLMs 🚀
SEORCE
👋 Hey Product Hunt — Kulraj here, one of the makers of SEORCE.
We built SEORCE after sitting through too many conversations that sounded like this:
“We’re publishing content.
We’re fixing issues.
We’re building links.
But we still don’t know why people aren’t discovering us.”
Discovery has quietly changed.
Brands aren’t just found through rankings anymore — they’re surfaced through answers, summaries, recommendations, and AI-driven systems. And most teams don’t have a clear way to see where they’re being discovered, where they’re missing out, or what to fix first.
What made it worse was fragmentation.
Analytics in one tool. Crawls in another. Content and backlinks somewhere else. You could see problems — but connecting them and acting on them took forever.
So along with Kulraj and Anurag, we built SEORCE to answer three very practical questions:
Where is our brand actually being discovered?
Where are we being replaced — and by whom?
What should we fix first to change that?
SEORCE brings discovery into one system — from deep crawls and content workflows to authority signals and guided fixes — so teams can move from guessing to clarity, and from clarity to action.
We’re early, learning fast, and genuinely curious:
what part of discovery feels most frustrating for you right now?
Happy to answer questions and share how we’re thinking about this.
Thanks for checking us out 🙏
Triforce Todos
It’s so frustrating when you’re doing everything right but still can’t figure out why people aren’t finding you. I really hope SEORCE makes things clear :)
SEORCE
@abod_rehman Totally hear you 🙏 That frustration is exactly why we built SEORCE. Our goal is to make those blind spots clear and give you real answers on why you’re not being discovered. Hope it helps bring that clarity 😊
As AI summaries and answer engines evolve, how often do you expect discovery signals to change, and how does @SEORCE SEORCE adapt to that?
SEORCE
@shreya_chaurasia19
AI discovery signals do change more frequently than traditional SEO because models update, sources shift, and answers get reweighted. That’s why SEORCE is built to monitor patterns over time, not just one-off snapshots.
We regularly re-check how brands appear across LLMs, track changes in mentions, context, and citations, and surface trends so you can see what changed and when. As models evolve, we adapt our prompts, sources, and analysis layers to stay aligned with how these systems actually respond.
In short: instead of guessing, SEORCE helps you stay aware as AI answers evolve 🚀
@kulraj That makes sense. Tracking patterns over time feels much more useful than static snapshots, especially with models changing so often.
Product Hunt
SEORCE
@curiouskitty
Great question, and we’re very intentional about not treating AI placements like traditional rankings.
AI answers are probabilistic and contextual, so we track patterns of discovery, not one-off responses.
How we make it reliable and repeatable:
1. We track discovery moments, not single prompts
SEORCE runs structured prompt sets across intents (comparisons, recommendations, “best for X”, alternatives) and observes coverage over time. That removes snapshot noise and gives us stable signals.
2. We measure consistency, not absolutes
One answer can change. Patterns don’t.
We look at inclusion/exclusion frequency, competitor substitutions, sentiment, and citation behavior across similar contexts.
3. Gaps are always tied to a concrete reason
A typical alert isn’t “you’re missing in ChatGPT.”
It looks like:
4. Every alert points to an action
Each gap links back to something fixable:
a specific content or topical gap
a technical or crawl issue
an authority/backlink deficit
From there, users are taken directly to the relevant crawl findings, content suggestions, or guided fixes (including Autofix where applicable).
5. We’re honest about what this is (and isn’t)
This isn’t deterministic ranking. It’s directional discovery intelligence; designed to help teams prioritize effort where it actually improves discovery over time.
SEORCE
@curiouskitty
Great question > this is exactly the hard part of AI visibility, so we’ve been very intentional about it.
How we track it (reliable + repeatable):
We don’t rely on one-off answers or manual spot checks. SEORCE runs consistent prompt sets across ChatGPT, Perplexity, and AI Overviews, on a fixed schedule, and compares results over time. That lets us see patterns, not noise > where a brand shows up, how it’s described, what sources are cited, and how that changes week to week.
We also normalize for variation by:
Using controlled prompt templates per use case
Tracking frequency + context, not just “rank”
Comparing against the same competitor set each run
What attribution looks like:
Instead of “you ranked #3”, attribution looks like:
Mentioned vs not mentioned
Positive / neutral / missing context
Which sources AI is pulling from
Which competitors are being referenced instead
What a ‘you’re missing this, fix this’ alert looks like:
A typical alert might say something like:
“Your brand is not mentioned for [category query], while 3 competitors are. AI is sourcing answers from blogs + comparison pages you’re not present on.”
“You’re mentioned, but only as a feature > not as a recommended solution.”
“AI is using outdated content from your site; newer pages aren’t being surfaced.”
And alongside that, SEORCE suggests actionable fixes:
Create or update specific content types (FAQs, comparisons, explainer pages)
Clarify positioning language AI is already using in your category
Strengthen citations AI prefers for that query type
The goal isn’t to chase every answer > it’s to give you repeatable signals and clear actions, so you know where you’re invisible and why.
If you’re curious, happy to walk through a real example on a quick call or demo.
SEO has totally changed. Honestly, GEO is the new baseline now. SEORCE is probably the most practical tool i've seen for tracking AI visibility so far. no more flying blind-definitely a must-have if you're chasing global growth.
hi, signing up with google doesn't work.
POST https://api3.seorce.com/api/v1/auth/onboard 400 (Bad Request)
it specifically fails on this url:
https://app.seorce.com/onboarding/emailadress@gmail.com
SEORCE
@pantheon3d this was a small bug which has been fixed.
We did comprehensive testing but somehow missed this one but has been fixed.
Thankyou for pointing it out.
you can now go and signup.
Let us know in case if you have any other queries.
Groove
Great work Seorce team. Looks like a great product.
SEORCE
@alexmturnbull Thank you so much 🙏 Really appreciate the kind words! Excited to keep building and improving SEORCE with feedback like this 🚀
Hey Everyone 👋
Anurag here, co-founder of SEORCE alongside @kulraj and @sudhirr_vashist
I wanted to share why this problem became so personal for us.
We kept hearing the same frustration from teams we worked with: "We're doing everything right — optimizing content, building authority, fixing technical issues — but we have no idea if we're actually being found."
The truth is, discovery doesn't happen in one place anymore. Your brand might rank well on Google but be invisible in ChatGPT. You might appear in Perplexity but get replaced by competitors in Claude. And most tools weren't built to show you that full picture.
What pushed us to build SEORCE was realizing that visibility isn't just about rankings anymore — it's about presence across every surface where answers are being generated. And teams need a way to see that clearly, understand what's working (or not), and take focused action.
We built SEORCE to give teams that clarity — one place to track discovery across search and AI, understand why you're showing up or being skipped, and know exactly what to prioritize next.
We're still early and learning every day. Would love to hear what you're struggling with most when it comes to brand visibility and discovery.
Happy to answer any questions 🙏
This app looks great. In today’s AI-driven era, the way SEO works has changed significantly, and I believe a tool like yours is becoming essential for businesses to explore. One small suggestion: consider adding a cookie consent feature, as privacy is something users care deeply about.
SEORCE
@leotrim_lota thanks for the feedback. We will surely work on it in our upcoming updates.