AI Topic Research Agent | Content Gap Analysis & Clusters - visibility.so
Topic Research Agent

Your topic
research agent.

Point it at your site and your competitors. It finds the topics they rank for that you don't, clusters them into a plan, and turns every gap into a task you can assign to an agent or a teammate.

app.visibility.so/agents/topic-research
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The Approach

What the agent owns.

Most keyword tools hand you a list of terms. This agent hands you the topics your competitors already rank for and you don't. It compares your coverage against theirs, clusters the gaps into a plan, and scores each by real demand and intent.

Benchmarked against competitors

Every gap is found by comparing your coverage against real competitors, not pulled from a generic keyword database.

Ranked by demand & intent

Opportunities are scored by search volume, intent, and effort, so the topics that move rankings rise to the top.

Clustered into a plan

Gaps are grouped into pillars and supporting topics, a roadmap that builds topical authority, not random posts.

What the agent does

Find the gaps.
Then hand off the briefs.

Competitor gaps

See what they rank for, and you don't

The agent compares your topic coverage against up to three competitors page-by-page, surfacing every theme, keyword, and question they win that your site is missing entirely.

Topic clusters

Pillars & supporting topics

Groups the gaps into clusters, a pillar and its supporting articles, so you build topical authority, not scattered one-off posts.

Demand & intent

Volume, intent & effort

Scores every opportunity by real search volume, classified intent, and the effort to rank, so you write what actually moves the needle.

Opportunities → tasks

Every gap, ready to assign

Findings don't end as a report. Each gap becomes a scored opportunity with a brief. Convert it to a task in one click and assign it to an agent to draft the content or a teammate to own it.

The playbook

Eight angles behind
every content gap.

Competitor content gaps

Topics your competitors rank for that your site doesn't cover at all.

Keyword & question discovery

Related keywords and People-Also-Ask questions worth answering.

Search intent

Classifies each topic as informational, commercial, or transactional.

Topic clusters

Groups gaps into pillars and supporting articles for topical authority.

Volume & difficulty

Scores demand and ranking effort so you prioritize the right topics.

SERP & format

Spots the content format that ranks: guide, listicle, comparison, video.

Refresh vs net-new

Flags existing pages to expand versus topics to write from scratch.

AI & GEO topics

Surfaces the questions AI engines answer, so you earn citations too.

How it works

From a URL to a content plan,
in under ten minutes.

01

Point it at your site + competitors

Drop in your URL and up to three competitors. The agent maps what they rank for that you don't, no setup, no spreadsheets.

02

It finds the gaps

Compares topic coverage, discovers related keywords and questions, and clusters them by theme and search intent.

03

Prioritized opportunities

Every gap scored by search volume, intent, and effort, ranked highest-impact first, grouped into a content plan.

04

Assign & create

Turn any opportunity into a task and assign it to an agent to draft the content or a teammate to own it.

From gap to done

Research that doesn't
end at a report.

1. Gap → opportunity

Every topic is scored and scoped: its volume, intent, the competitors covering it, and a brief.

2. Opportunity → task

Convert any opportunity into a task in one click, with the brief and context carried over.

3. Task → agent or human

Assign it to an agent to draft the content, or to a teammate to write it themselves.

The math

Manual research vs. Topic Agent.

Topics analyzed per run
ManualA few by hand
AgentHundreds, across competitors
Time to a content plan
ManualDays of research
Agent< 10 minutes
Competitor coverage
ManualSpot-checked
AgentEvery competitor, every topic
Opportunity prioritization
ManualGut feel
AgentScored by volume + intent
Search intent
ManualOften guessed
AgentClassified per topic
Output
ManualA keyword list
AgentClustered plan + assignable tasks
Built for

Everyone who plans
a content calendar.

The agent does not slow down as the site grows.

Content & SEO teams

See every topic your competitors rank for that you don't, and hand each brief to the right writer.

Content strategists

Turn a blank calendar into a prioritized, clustered plan grounded in real demand and search intent.

Agencies & founders

Run a full content-gap analysis on any site in minutes and ship a roadmap clients can actually see.

Frequently Asked Questions

An autonomous agent that finds the topics worth writing next. It compares your content against competitors, discovers the keywords and questions you're missing, clusters them into themes, scores each by demand and intent, and turns every gap into an assignable task.

It runs a content-gap analysis against your competitors, discovers related keywords and People-Also-Ask questions, classifies search intent, groups everything into topic clusters, and ranks the opportunities by search volume, intent, and effort.

Every gap is framed as a scored opportunity: the topic, its volume and intent, and which competitors already cover it. Convert any opportunity into a task in one click, then assign it to another agent to draft the content or to a teammate to own it.

It drafts the brief and outline for each topic, and you can hand the task to the SEO Content Writer agent to produce the full draft, or to a teammate to write it themselves.

You can specify up to three or more competitor URLs, or let the agent suggest them from the SERP for your core topics. Either way it compares topic coverage page-by-page.

Plans start at $99/month during early access, including multiple agents, projects, and team members. See the full breakdown on the pricing page.

Early access open

Every topic gap.
Found, scored, assigned.

Seven-day free trial. Point it at your site and your competitors and get a clustered content plan, every gap scored, and a task list ready to hand to an agent or your team.