Question Console
One question. Real answer.
Ask "compare my traffic to cursor.com last 90 days". Get a chart, a trend, and three plausible explanations — in 60 seconds.
Ask in plain English.
See the data answer.
SEO, web traffic, app and product analytics, conversion, internal databases, market and academic research — every data question, answered with charts and reasoning.
Built for product, growth, and research teams who ask data questions faster than analysts can answer them.
Desktop app
Ask a question. Get the data answer.
OnlySearch is not another dashboard. Drop a question in plain English — competitor traffic, keyword gaps, conversion drops, app retention, internal SQL queries — and it pulls the data, runs the analysis, returns the answer.
Data Layer
Cross-source. Validated.
OnlySearch joins multiple public-web data sources with your own GA4, Search Console, and databases — cross-referenced and validated for every answer, not single-tool screenshots.
What you can ask OnlySearch
Twelve questions. One answer each.
Drop any of these in plain English. OnlySearch picks the right data sources, runs the analysis, returns the answer.
compareCompare my organic traffic to cursor.com over the last 90 daysAsk this →gapFind 50 keywords my competitors rank for but I don'tAsk this →spikeExplain why cline.bot's traffic is spiking in OctoberAsk this →auditRank the top 10 SEO health issues on my site, with fixesAsk this →discoverFind untapped low-competition keywords (KD<30) in my nicheAsk this →backlinkTrack 5 competitors' new backlinks weekly and digest them every MondayAsk this →briefWrite a content brief for keyword 'ai for solopreneurs' based on top 10 SERPsAsk this →mentionMonitor my brand mentions across Reddit, HN, and TwitterAsk this →dashboardBuild me a daily competitor SEO health dashboard for our top 5 rivalsAsk this →alertEmail me when any key term ranking drops by more than 5%Ask this →ga4Explain why my GA4 traffic dropped 18% last weekAsk this →gscFind Search Console queries with high impressions but low CTR to rewriteAsk this →
Live data runPlan the query.
Plan the query.
Watch the answer.
OnlySearch picks the data sources, runs the calls, joins the results, and returns a chart with a written explanation.
- Routes to the right data source.
- Cross-references multiple APIs.
- Returns charts plus written analysis.
Tasks
⌘KIn Progress
compare cursor.com vs my-site → 90d organic19s
- ✓DataForSEO Domain Analytics (cursor.com)4s
- ✓DataForSEO Domain Analytics (my-site)6s
- ⚙Joining + generating chart9s
Ready for Review
- keyword-gap-cline-vs-mine.csv2m ago
- weekly-competitor-digest.md14m ago
- ga4-traffic-drop-explanation.pdf1h ago
How OnlySearch works
Four layers. One workbench.
Public-web data, your own data, an alerting layer, and a coding agent — all in the same conversation, all on the same plan.
01
Public web intelligence
Ask anything about any website, keyword, app, or competitor. We integrate validated public-web data and return the answer, not raw rows.
Ideal for SEO · competitor research · market intel
- Web traffic, SEO, AI visibility
- Brand mentions across press, blogs, forums
- Cross-source validation built in
02
Plug in your own data
Connect GA4, Search Console, BigQuery, Stripe, Postgres, MySQL — and cross-reference public signals with private revenue, product, and research data.
Ideal for product analytics · revenue attribution
- OAuth GA4 / GSC / Firebase
- Service Account for BigQuery
- Read-only DB connections
03
Dashboards and alerts
Save any analysis as a dashboard. Wake up to a Monday morning brief. Get pinged in Slack when a key metric moves.
Ideal for ongoing monitoring · team distribution
- One-click save to dashboard
- Slack · Discord · email alerts
- Cron-scheduled weekly briefs
04
Ship the fix from the same chat
When the analysis points at code, the agent edits the repo, runs your test suite, and opens a pull request on GitHub.
Ideal for growth + engineering · solo founders
- GitHub PR — write code, run tests
- GPT, Claude, Gemini, DeepSeek, local
- Bring-your-own-key, any provider
A day with OnlySearch
Always one keystroke away.
The moments OnlySearch earns its keep — a real data analyst on hand, not seven SaaS tabs to manage.
08:00
Monday morning brief.
What changed on my 5 competitors last week? OnlySearch already wrote the digest before you sat down.
10:30
Keyword research before the sprint.
Find 50 low-competition keywords (KD<30, volume>500) in your niche. Get a content brief on each. Ten minutes total.
14:00
Why did Tuesday's traffic 2x?
Drop the question. Get back: a Hacker News front page, two Reddit posts, plus a viral tweet — the three drivers, ranked.
17:30
Friday digest writes itself.
Pulls GA4, GSC, ranking changes from this week. Outputs Monday's stakeholder report before you log off Friday.
More than dashboards
One workbench for every data question.
Plain English in. Insights out.
Ask 'why did conversion drop on iOS last week?' and get the chart, the contributing factors, and the recommended next step. The analyst reads the data so you don't have to.
Cross-domain in one query.
SEO, web traffic, app and product analytics, conversion attribution, your own databases — joined and cross-validated in a single answer, not stitched together across tools.
Analyze, then ship the fix.
The same agent that found the broken meta tags can edit your repo, run your test suite, and open a pull request on GitHub. No tool switching, no copy-paste handoff.
Every model. Your key.
GPT, Claude, Gemini, DeepSeek, Qwen, local — switch per query from a dropdown. Bring your own API key for any provider, or point at any OpenAI-compatible endpoint.
Dashboards and alerts built in.
Save any analysis as a dashboard. Get pinged in Slack when a competitor's ranking jumps. Wake up to a weekly brief in your inbox.
Bring your own data.
OAuth into GA4, Search Console, Firebase. Connect BigQuery, Stripe, Postgres, MySQL. Cross-reference public signals with private revenue and product metrics.
Weekly credits, honest math.
Free tier resets every Monday. Starter $59/mo, Pro $159/mo, Business $299/mo — full product on every paid plan, only the quota changes. Top up anytime with add-on packs.
Private by default.
Queries, files, and connected data are never used to train models. Sensitive workflows stay scoped to your account. SOC 2 in progress.
Guides
Read before you switch tools
Three evergreen guides for the moment you’re evaluating AI tools for data work — written by the team that built the alternative.
Hub guide
AI for Excel — analyze spreadsheets in plain English
Honest 2026 walk-through of Claude for Excel, ChatGPT Code Interpreter, and Microsoft 365 Copilot — what each does, where each breaks, and how to pick.
- 3 deep-dive spokes
- 10 FAQs
- Updated May 2026
Hub guide
Text-to-SQL — plain English to working database queries
What text-to-sql actually means in 2026, why most tools fail on real schemas, the benchmarks-vs-reality gap, and the four capabilities a production-grade agent needs.
- 3 deep-dive spokes
- 10 FAQs
- Updated May 2026
Side by side
OnlySearch vs Claude Code, ChatGPT, Cursor & more
Eleven honest comparisons against the AI tools your team is already evaluating. Where OnlySearch wins, where each competitor wins, and how to pick the right tool.
- 11 comparison pages
- Real task tests
- Honest concessions
Our promise
Not built to scale.
Built to stay.
The AI industry optimizes for billions of users who look alike. We optimize for one — you. OnlySearch is made to learn your work, remember long, and deliver results — not another assistant on top of your stack.
Written in a cabin, at 2am.
An analyst,
not another dashboard.
OnlySearch turns data work into a question. Founders, product managers, growth, and research teams ask in plain English and walk away with the chart, the contributing factors, and the next step — without writing SQL or queueing the analyst.
About Us
From the blog
All postsRecent notes.
Technical pieces on competitive-intel data, search, and the numbers behind them. Written by people using this stuff to make decisions.
- 12 min readIndie hacking
How to Find Profitable Niches by Following the Stripe Trail
A practical method for indie devs: spot quietly profitable SaaS niches by combining traffic data with payment-system fingerprints like Stripe checkout.
Read - 14 min readAI agents
The One-Person Competitive Intelligence Team
What AI agents can actually do for SEO and competitive research today, the failure modes to watch, and a practical playbook for the one-person team.
Read
Things people ask us
Quick answers.
What kind of questions can OnlySearch answer?
Anything that lives in data. SEO and keyword research, web and app traffic, competitor intelligence, conversion and funnel analysis, queries against your own databases, market and academic research. Ask in plain English and get a chart, the underlying numbers, and a written analysis.
Where does the data come from?
We integrate multiple validated data providers across web traffic, search, app analytics, and the public web — and run our own evaluation layer on top so the numbers are comparable, not just delivered. You can also plug in your own GA4, Search Console, BigQuery, Postgres, or any SQL database.
Why not just use a single SEO or analytics platform?
Single-purpose platforms answer one slice of the question and leave the analysis to you. OnlySearch handles SEO, traffic, product analytics, conversion, and your own data side by side — and writes the analysis with the chart.
Can I plug in my own GA4 / BigQuery / databases?
Yes. OAuth into Google Analytics 4 and Search Console, service-account for BigQuery, API key for Stripe, read-only DSN for Postgres or MySQL. Cross-reference public signals with your private data in one query.
What about my privacy?
Queries and connected data are never used to train models. Sensitive workflows stay scoped to your account. SOC 2 in progress.
Free or paid?
Start free, then upgrade when you need more weekly credits. Starter ($59/mo), Pro ($159/mo), and Business ($299/mo) plans unlock the full data agent with higher usage limits and add-on credit packs.
How is this different from ChatGPT with browsing?
ChatGPT with browsing reads pages one at a time and summarises text. OnlySearch is built on integrated data systems — we query, validate, and join structured data across sources, then return charts with reasoning. Different category, different precision.
When can I use it?
Download the desktop app now, sign in, and start on the free plan. Paid plans and add-on packs are on the pricing page.
Will OnlySearch train on my data?
No. Queries, files, and connected sources stay yours. We don't train on customer data and we never will.
How do I reach support?
Email support@onlysearch.ai for support, sales, partnerships, or anything else. We respond within one business day.
Desktop app
Download OnlySearch for your desktop.
Install the production app, sign in with your OnlySearch account, and start asking the data agent from your local workspace.
Updates appear in the app after a tagged desktop release.
OnlySearch Agent CLI is bundled with the app.
macOS, Windows, and Linux builds are published together.
Latest: v0.1.18 · 5/9/2026
Open download page