Support signal at the source
Struggling users post on Stack Overflow first — often instead of filing a ticket. Each unanswered question is a churn risk you never saw, from a user who already decided support was the slower path.
Set up Stack Overflow keyword alerts for your brand, competitors, and industry terms. Octolens monitors public Stack Overflow questions and answers 24/7 — catching the users who are stuck on your product, often before they ever contact support. AI filtering scores every match for relevance, and mentions land in Slack, email, webhooks, or your API.
No credit card • 2-min setup • 5k free mentionsIs there an API that returns brand mentions from developer forums as JSON? Trying to avoid building a scraper per platform
curious_dev42 · Stack Overflow
We use Octolens for this — one endpoint, structured JSON, and it covers Stack Overflow out of the box
pipelines_priya · Stack Overflow
How do I configure webhook retries? Docs only cover the default case and my events keep failing silently…
stuck_on_build · Stack Overflow
Comparing two monitoring APIs for a side project — which one handles rate limits better in practice?
weekend_hacker_wu · Stack Overflow
Trusted by brands people talk about online
"Someone will say, 'I'm trying to run a workflow and I want a durable agent, but I don't know how to do this.' We have a feature called Workflows that does exactly that; they're just not aware of it. That tells me our docs aren't findable enough, or we haven't promoted the feature well."
Stack Overflow is where your users go when they're stuck — often before they ever contact support. But questions about your product get asked and answered without anyone telling you. That means:
Struggling users post on Stack Overflow first — often instead of filing a ticket. Each unanswered question is a churn risk you never saw, from a user who already decided support was the slower path.
If your team isn't in the thread, someone else's outdated workaround gets accepted and upvoted — and it misleads every future reader who lands on the question.
When the same question about a feature keeps getting asked, people can't find it in your docs. That's roadmap-grade feedback on your documentation, delivered for free.
Stack Overflow pages dominate Google for "yourproduct + how to" searches long after the API changed. The answer that ranks today shapes how developers use your product for years.
Enter your brand, competitors, and industry terms. Octolens helps you tune each keyword so you catch Stack Overflow questions about your product the moment they're asked.
Every question and answer is scored for relevance, sentiment, and intent — keywords buried in code snippets or unrelated tags are filtered out automatically.
Anyone using an AI-native social listening tool? Picking one for Q4
u/growthstack · RedditEN
Wir suchen ein Monitoring-Tool, das Reddit und LinkedIn wirklich abdeckt
Lena Hartmann · LinkedInDE
Slack, email, webhooks, API, or MCP. Answer questions while they're fresh, from wherever your team already works.
Octolens APP 9:41 AM
New high-relevance mention in r/SaaS
“Anyone using an AI-native social listening tool? Picking one for Q4”
Buy intentHigh
Set up Stack Overflow keyword alerts in under 5 minutes. Define the words and phrases you care about, and Octolens will notify you every time they appear in a public Stack Overflow question or answer — while the asker is still waiting for help.
Track your company name, product name, and common misspellings. Catch the question from a user stuck on your product, the answer recommending you as the fix, and the workaround thread you'd want to correct.
Monitor what Stack Overflow says about your competitors: recurring bug questions, frustrated migration threads, and "how do I switch from X" questions. Users hitting a wall with a competitor are one good answer away from trying you.
Track the problems your product solves. "How do I do X" questions on Stack Overflow are asked by people actively trying to build something — a helpful answer that mentions your product reaches them at exactly the right moment.
Track your SDKs, APIs, error messages, and integrations by name. Developers paste exact error strings and package names into their questions — precise keywords catch the users your docs are failing.
Stack Overflow is full of false positives: your keyword as a variable name in a code snippet, a library that happens to share your product's name, or a decade-old answer edited yesterday. Octolens uses AI to score every matching question and answer for relevance to your business, so you only get alerted on conversations that actually matter. A keyword buried in a code block gets a low score. A developer stuck on your API and asking for help gets flagged as high relevance.
You can configure your Stack Overflow keyword alerts to only notify you on high-relevance matches, or include medium-relevance mentions for a broader view. Low-relevance noise is filtered out automatically.
Get keyword alerts delivered to any Slack channel in real time.
Receive daily or hourly email digests of new keyword matches.
Push alerts to any tool in your stack — CRMs, Notion, Linear, or custom apps.
Pull keyword alerts programmatically or pipe them into AI agent workflows.
A Stack Overflow tracker, sentiment analysis, and keyword monitoring for questions and answers — built for teams that want Stack Overflow data in their stack, not another dashboard.
Octolens monitors public Stack Overflow questions and answers — the how-to questions, error threads, and workarounds where your product gets judged. Matches surface while the asker is still waiting for help.
Monitor what Stack Overflow says about your competitors: recurring bug questions, migration threads, and frustrated developers in your category — so you can show up first.
Understand how developers feel about your product. Every question and answer is scored for sentiment and intent, so criticism, praise, and buying signals never blur together.
Boolean search, negative keywords, and language filters cut the noise before AI scoring even starts — so common-word brand names stay usable.
Mention volume over time, sentiment trends, and share of voice against competitors — Stack Overflow tracking you can actually report on.
Pull structured Stack Overflow mentions into your own workflows — one endpoint, JSON out, on every plan. Or connect your AI tools directly via our MCP server.
See your first Stack Overflow mentions in 2 minutes
"Built on top of the Octolens API, I use Railway as a service to pipe all of the mentions to different channels. Then there's a cron job that does a daily digest for us."

"Wild AI-native onboarding experience. I literally entered zero input other than vercel.com to get my Octolens feed up and giving me mentions."

"A big part of our job is paying attention to what people are saying online - answering questions, correcting misunderstandings, and joining the conversation in real time."

"It's not about replying to everything. It's about showing up in the right conversations and doing it genuinely. Octolens helps us do that at scale."

"Developers tune out advertising, but they do talk online - and that's where our reputation is built."

"With my previous tool I'd maybe get through four to six a day. Now it's quadruple the amount of people I can actually respond to."

$159/month
Billed annually
For growing brands
$499/month
Billed annually
For brands with communities
Custom
For viral brands
Need more mentions or keywords?
Every plan flexes with your volume: mentions beyond your plan's quota keep flowing and are billed at your plan's rate (from $0.01 per mention). Set a monthly spend cap or turn flex mentions off anytime in settings. Extra keywords from $5/month.
Stack Overflow monitoring is the process of tracking and analyzing mentions of your brand, products, competitors, or industry keywords across public Stack Overflow questions and answers. Without it, you miss critical conversations: a user stuck on your product asking for help, an outdated workaround becoming the accepted answer, or repeated questions exposing a gap in your docs. Stack Overflow doesn't notify you when your product is mentioned — questions get asked and answered without anyone telling you.
Stack Overflow monitoring is tactical and focuses specifically on Stack Overflow as a platform, tracking specific keywords, brand mentions, and competitor names with alerts for immediate action. Social listening is strategic and monitors conversations across multiple platforms including Stack Overflow, Reddit, Twitter and others, analyzing broader trends, sentiment, and themes by aggregating data over time for insights.
Stack Overflow is where your users go when they're stuck — often before they ever contact support. Monitoring it lets you answer questions from struggling users before they churn, correct wrong or outdated answers before they're accepted, and spot the docs gaps behind repeated questions. Because Stack Overflow answers rank in Google for years, every question you answer well keeps working for you long after the thread goes quiet.
We check Stack Overflow for new content every hour on the Pro plan. On the Scale plan, mentions arrive in real time. If you have specific requirements, contact us at hi@octolens.com.
Yes, you can monitor Stack Overflow with Octolens without having a Stack Overflow account because our monitoring works independently of any personal account.
Setting up a Stack Overflow keyword alert with Octolens takes under 5 minutes. Sign up for a free trial, add the keywords you want to track (your brand name, competitor names, industry terms, or error messages), and choose where you want alerts delivered — Slack, email, webhooks, or pull them via API. Octolens will scan Stack Overflow continuously and alert you every time your keyword appears in a public question or answer.
Google Alerts only tracks web pages indexed by Google — new Stack Overflow questions surface late or not at all, long after the asker gave up waiting. Stack Overflow keyword alerts from Octolens track questions and answers as they appear, so you can help while the asker is still watching the thread. Octolens also adds AI relevance scoring so a keyword buried in a code snippet doesn't trigger an alert.
Yes! You can set up Stack Overflow keyword alerts for multiple keywords at once. Track your brand name, competitor names, industry terms, error messages, or any phrase relevant to your business. Each keyword is monitored independently, and you can configure different alert settings for each one.
You can monitor public Stack Overflow questions and answers containing your keywords — the how-to questions, error threads, and workarounds where your product gets discussed.
Currently we monitor Stack Overflow. If another community matters for your brand, our 15+ platform coverage (Reddit, GitHub, Hacker News, DEV.to and more) usually has it covered — contact us at hi@octolens.com.
Yes! You can customize your notifications based on AI relevance scores (high, medium, low) and receive them via email, Slack, or webhook.
Yes. The same keywords can monitor Reddit, GitHub, Hacker News, DEV.to, Twitter/X, LinkedIn, and more — 15+ platforms in one feed, so a Stack Overflow question and the Reddit thread about the same issue show up side by side.
Yes, you can export your Stack Overflow monitoring data as CSV. We also provide webhook, API, and MCP server integrations for connecting with your existing tools — included on every plan.
Most listening tools don't cover Stack Overflow at all — and the ones that do drown you in code-snippet false positives. Octolens monitors public questions and answers, uses AI-powered relevance scoring to separate developers who need help from keywords in code blocks, and delivers mentions to Slack, email, webhooks, API, or MCP. It's built for brands people talk about online.
Octolens offers a free trial for Stack Overflow monitoring. After the trial, the pricing starts at $159/month (billed annually, or $199/month billed monthly).
Please contact us at hi@octolens.com and we will be happy to help you.
Octolens tracks mentions across 15+ platforms. Explore monitoring for:
One keyword list covers all of them — see every platform Octolens covers.
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