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Know what to write before you write it

Miniloop pulls signal from Search Console, your analytics, and tools like Ahrefs or Semrush. Delivers a prioritized list of what to write next, every Monday.

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SEO research, end to end

Miniloop pulls data from your analytics, ranking tools, and search consoles. AI does the analysis. You get a ranked list of what to write next.

Search Console mining

Pull queries you rank 11-20 for, queries with high impressions but low CTR, and pages losing position. The fastest wins are usually already in your data.

Analytics traffic analysis

Connect GA4, PostHog, Mixpanel, Amplitude, or whatever you use. Spot pages with declining traffic, posts driving conversions, and topics where your audience already engages.

Ahrefs and Semrush research

Tap your existing keyword research subscription. AI pulls keyword volumes, difficulty, SERP features, and ranking history across both tools.

Competitor gap analysis

Find keywords your top competitors rank for that you don't. Score by overlap with your ICP and traffic potential. Get the gap closed in your next sprint.

Topic clustering

Group hundreds of keywords into pillar and supporting page candidates. AI maps the cluster structure so you build topical authority, not random posts.

Brief queue

Top opportunities flow into a content brief queue with intent, headers, target word count, and competitor coverage. Writers pull and ship.

Start automating SEO research

Your data already knows what to write

Search Console tells you what people almost find you for. Your analytics tool tells you what they read once they arrive. Ahrefs and Semrush tell you where the volume is. Most teams never connect them. Miniloop does it weekly, on a schedule, with AI doing the analysis.

  • Pulls Search Console, your analytics, Ahrefs, and Semrush
  • AI scores opportunities by intent and traffic potential
  • Refreshes every Monday so the queue is never stale
See it in action

From signal to brief queue, every Monday

The same loop, every week. Pull data from every tool. Score every opportunity. Cluster into pillars. Drop the top 10 into your brief queue. Writers wake up Monday with a list of what to ship.

  • AI scores by intent, difficulty, and traffic
  • Runs every Monday morning before standup
  • Drops top opportunities into Notion, Airtable, or Slack
See research templates
SEO research workflow
1
Pull data sources
2
Score opportunities
3
Cluster topics
4
Push to brief queue

Why teams automate SEO research with Miniloop

Skip the keyword spreadsheet

Stop spending Monday morning copying queries between tabs. Miniloop has the data scored and prioritized before standup.

Catch the easy wins first

Queries you rank 11-20 for are usually one strong post away from page one. Miniloop surfaces them on a schedule so you never miss the low-hanging fruit.

Move faster than your competitors

Get alerted when competitors publish on a topic, when their rankings shift, or when they fill a gap you were planning to. React in days, not quarters.

Build topical authority on purpose

Cluster keywords into pillars before you write. Ship a topic, not just a post. Search engines reward depth.

Keep your existing tools

Miniloop reads from the Ahrefs, Semrush, Search Console, and analytics accounts you already pay for, whether that is GA4, PostHog, Mixpanel, or Amplitude. No migration. No new dashboard to learn.

Manual SEO research vs Miniloop

What changes when AI runs the research every week.

Manual research
Miniloop SEO research
Monday morning eaten by Search Console exports
Brief queue ready before Monday standup
Ahrefs and Semrush data live in separate spreadsheets
Search Console, Ahrefs, Semrush, and your analytics in one workflow
Page-level traffic context lives in a third tab
AI scoring uses the same rubric every time
Keyword scoring is gut feel, inconsistent week to week
Competitor gap alerts the day they ship
Competitor moves caught a quarter late
Top opportunities clustered into pillars automatically

How to automate SEO research with AI

From manual spreadsheets to a weekly brief queue in three steps.

01

Connect your research stack

Link Google Search Console, your analytics tool (GA4, PostHog, Mixpanel, Amplitude), and Ahrefs or Semrush. Miniloop reads from your existing accounts. No new subscriptions or migrations.

02

Define your scoring rubric

Tell Miniloop what matters. Search intent fit, traffic potential, keyword difficulty, competitor coverage. The AI applies your rubric to every opportunity, every week.

03

Set the schedule

Pick a cadence. Most teams run it every Monday before standup. Miniloop pushes the top opportunities to Notion, Airtable, or Slack so writers can pull and ship.

Frequently asked questions about SEO research automation

How AI changes SEO research

The research phase is where most SEO programs leak time. Editors copy Search Console exports into sheets. Strategists run weekly Ahrefs reports. Writers pick keywords from gut feel because nobody scored the list. By Wednesday the team is writing instead of researching, and the brief queue is whatever fit in someone's head.

Miniloop runs the research phase as an automated loop. Every Monday it pulls fresh data from your tools, applies your scoring rubric, clusters opportunities into pillars, and drops the top picks into your brief queue. The team starts the week with a ranked list, not a blank spreadsheet.

What good SEO research looks like

Search Console first

The fastest wins are queries you rank 11 through 20 for. You are already on Google's radar. You just need a slightly stronger post, more internal links, or a section that matches the search intent better. Miniloop pulls these queries every week and scores them by traffic potential.

Cross-reference with Ahrefs or Semrush

Search Console tells you what you almost rank for. Ahrefs and Semrush tell you the volume, difficulty, and SERP features for each query. Miniloop combines both views so you do not chase keywords with no upside.

Layer in your analytics

GA4, PostHog, Mixpanel, Amplitude. Whatever you use, your analytics tool tells you what your audience does once they arrive. Pages with high traffic and low conversion need different treatment than pages with low traffic and high engagement. Miniloop reads your analytics alongside Search Console so the scoring reflects what actually moves the business.

Cluster before you write

Writing one post per keyword is the slowest way to build organic traffic. Topical authority comes from clusters. Miniloop groups your opportunities into pillar and supporting page candidates so each post compounds the rest.

SEO research integrations

Miniloop plugs into the SEO research stack you already pay for.

Related guides and templates

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