Silkra is a desktop SEO workspace for people and agents. It crawls a site, keeps every page as it renders, and turns the result into a knowledge base of semantic groups, issues, links, and changes. You and the built-in agent work from that, instead of from a pile of exports.

How is Silkra different from other SEO crawlers?

A typical crawler hands you a file and moves on. Silkra keeps the crawl as something you can query: pages are grouped by meaning, issues are sorted for you, and an agent can answer questions with the pages it used as sources. It sits on top of the data layer, so it works alongside the tools you already run.

Do I have to recrawl everything to see what changed?

No. Refresh a crawl to pick up the latest pages, and Silkra compares it with earlier versions so you see what was added, changed, or removed. The agent can reason over those changes too. Past crawls are kept unless you choose to delete them.

Can I manage more than one site?

Yes. Each site gets its own workspace, so client sites and your own projects stay separate and easy to switch between. Agency plans add seats with a shared agent allowance for the whole team.

Will the agent change anything without asking?

Only what you approve. The agent can draft an edit, a document, a chart, or a ticket, and it shows the evidence behind each one. Nothing is written to WordPress or Webflow, or filed in Linear or Jira, until you say so.

Where does my crawl data live?

On your machine. Crawls, embeddings, and semantic groups are stored locally by default, and crawling never needs an upload. The agent sends only what it needs for a question through Silkra's proxy. Cloud sync is optional, one workspace at a time, and only you can access what you sync.

Can I use my crawl in ChatGPT, Claude, or Cursor?

Yes. Sync a workspace and connect Silkra over MCP, and ChatGPT, Claude, Cursor, and other compatible agents can query the same pages, issues, and groups you see in the app. MCP and cloud sync are included on paid plans.

Can I try Silkra for free?

Yes. The Free plan covers local semantic mapping, automated issue detection, and up to 500 URLs per scrape, with no credit card needed. Download the app for Mac or Windows and sign in with a free account to start.

Local SEO/AEO technical workspace

Where SEOs and agents work

Crawl your site, map it by meaning, then let agents audit it, answer with sources, and turn findings into fixes.

Download for desktop

Latest

TableAsk silkra to find pages…K

URL	Status Code	Title	Semantic Group	Key Concepts	Semantic Fit
acme.com/blog/content-audit-guide	200	How to run a content audit	Content strategy	content audit, inventory, topic overlap	Core
acme.com/blog/content-gap-analysis	200	Finding content gaps on a site	Content strategy	content gaps, topic coverage, search intent	Core
acme.com/guides/build-a-content-brief	200	How to build a content brief	Content strategy	content brief, outline, search intent	Related
acme.com/guides/content-audits	200	Content audit workflow	Content strategy	content audit, inventory, next actions	Core
acme.com/guides/internal-linking	200	Internal linking between related pages	Content strategy	internal links, topic groups, isolated pages	Related
acme.com/blog/topic-clusters	200	Topic clusters for a site map	Content strategy	topic clusters, site structure, semantic groups	Core
acme.com/blog/automate-client-reporting	200	Automate client reporting	Workflow automation	client reporting, workflows, automation	Core
acme.com/blog/marketing-workflows	200	Marketing workflows that stay on track	Workflow automation	marketing workflows, handoffs, reporting	Related
acme.com/guides/automated-reporting	200	Automated reporting setup	Workflow automation	automated reporting, data sources, schedules	Core
acme.com/guides/connect-your-data	200	Connect your data sources	Workflow automation	data sources, connectors, reporting	Related
acme.com/guides/brand-voice	200	Writing in a consistent brand voice	Workflow automation	brand voice, writing style, tone	Misfit
acme.com/docs/getting-started	200	Getting started with the platform	Product education	getting started, workspace, first crawl	Core
acme.com/docs/integrations/slack	200	Slack integration	Product education	slack, notifications, integrations	Related
acme.com/docs/workspaces	200	Workspaces overview	Product education	workspaces, crawl versions, collaboration	Related
acme.com/docs/integrations/webhooks	200	Webhook integration	Product education	webhooks, integrations, events	Peripheral
acme.com/docs/api	200	API reference	Product education	api, endpoints, authentication	Peripheral
acme.com/learn/platform-overview	301	-	—	—	—
acme.com/resources/content-brief-template	200	Content brief template	Templates and resources	content brief, template, outline	Core
acme.com/resources/seo-audit-checklist	200	SEO audit checklist	Templates and resources	seo audit, checklist, on-page	Related
acme.com/templates/client-report	200	Client report template	Templates and resources	client report, template, metrics	Related
acme.com/resources/meta-title-template	200	Meta title template	Templates and resources	meta titles, template, page titles	Related
acme.com/templates/editorial-calendar	404	Page not found	—	—	—
acme.com/customers/northstar	200	How Northstar structures its content	Customer stories	customer story, content structure, topic coverage	Peripheral
acme.com/customers/papertrail	200	Papertrail’s editorial workflow	Customer stories	editorial workflow, customer story	Core
acme.com/customers/shoreline	200	Shoreline topic coverage	Customer stories	topic coverage, customer story	Related
acme.com/customers/fieldnotes	200	Fieldnotes content inventory	Customer stories	content inventory, customer story	Related
acme.com/guides/topic-research	200	Topic research for a content brief	Content strategy	topic research, content brief, search intent	Related
acme.com/blog/from-audit-to-brief	200	From a content audit to a brief	Content strategy	content audit, content brief, next actions	Related
acme.com/docs/integrations	200	Integrations overview	Product education	integrations, workspace, notifications	Related
acme.com/learn/first-crawl	200	Run your first crawl	Product education	first crawl, getting started, workspace	Related
acme.com/resources/audit-spreadsheet	200	Audit spreadsheet	Templates and resources	audit, spreadsheet, inventory	Related
acme.com/customers/harbor	200	Harbor content inventory	Customer stories	content inventory, customer story	Related

acme.com

New chat⌘⇧NArtifacts⌘⇧A

Conversations5

Find internal linking opportunities2mWhich pages compete for the same intent?1hAudit the guides section for retrieval4hRewrite meta titles for thin pagesYesterdayWhat changed since the last crawl?2d

New workspace⌘N

Account

New conversation

acme.com237 pages

Ask about acme.com...

What stands out on this siteWhere should I focus firstWalk me through the biggest issues

Latest

TableAsk silkra to find pages…K

URL	Status Code	Title	Semantic Group	Key Concepts	Semantic Fit
acme.com/blog/content-audit-guide	200	How to run a content audit	Content strategy	content audit, inventory, topic overlap	Core
acme.com/blog/content-gap-analysis	200	Finding content gaps on a site	Content strategy	content gaps, topic coverage, search intent	Core
acme.com/guides/build-a-content-brief	200	How to build a content brief	Content strategy	content brief, outline, search intent	Related
acme.com/guides/content-audits	200	Content audit workflow	Content strategy	content audit, inventory, next actions	Core
acme.com/guides/internal-linking	200	Internal linking between related pages	Content strategy	internal links, topic groups, isolated pages	Related
acme.com/blog/topic-clusters	200	Topic clusters for a site map	Content strategy	topic clusters, site structure, semantic groups	Core
acme.com/blog/automate-client-reporting	200	Automate client reporting	Workflow automation	client reporting, workflows, automation	Core
acme.com/blog/marketing-workflows	200	Marketing workflows that stay on track	Workflow automation	marketing workflows, handoffs, reporting	Related
acme.com/guides/automated-reporting	200	Automated reporting setup	Workflow automation	automated reporting, data sources, schedules	Core
acme.com/guides/connect-your-data	200	Connect your data sources	Workflow automation	data sources, connectors, reporting	Related
acme.com/guides/brand-voice	200	Writing in a consistent brand voice	Workflow automation	brand voice, writing style, tone	Misfit
acme.com/docs/getting-started	200	Getting started with the platform	Product education	getting started, workspace, first crawl	Core
acme.com/docs/integrations/slack	200	Slack integration	Product education	slack, notifications, integrations	Related
acme.com/docs/workspaces	200	Workspaces overview	Product education	workspaces, crawl versions, collaboration	Related
acme.com/docs/integrations/webhooks	200	Webhook integration	Product education	webhooks, integrations, events	Peripheral
acme.com/docs/api	200	API reference	Product education	api, endpoints, authentication	Peripheral
acme.com/learn/platform-overview	301	-	—	—	—
acme.com/resources/content-brief-template	200	Content brief template	Templates and resources	content brief, template, outline	Core
acme.com/resources/seo-audit-checklist	200	SEO audit checklist	Templates and resources	seo audit, checklist, on-page	Related
acme.com/templates/client-report	200	Client report template	Templates and resources	client report, template, metrics	Related
acme.com/resources/meta-title-template	200	Meta title template	Templates and resources	meta titles, template, page titles	Related
acme.com/templates/editorial-calendar	404	Page not found	—	—	—
acme.com/customers/northstar	200	How Northstar structures its content	Customer stories	customer story, content structure, topic coverage	Peripheral
acme.com/customers/papertrail	200	Papertrail’s editorial workflow	Customer stories	editorial workflow, customer story	Core
acme.com/customers/shoreline	200	Shoreline topic coverage	Customer stories	topic coverage, customer story	Related
acme.com/customers/fieldnotes	200	Fieldnotes content inventory	Customer stories	content inventory, customer story	Related
acme.com/guides/topic-research	200	Topic research for a content brief	Content strategy	topic research, content brief, search intent	Related
acme.com/blog/from-audit-to-brief	200	From a content audit to a brief	Content strategy	content audit, content brief, next actions	Related
acme.com/docs/integrations	200	Integrations overview	Product education	integrations, workspace, notifications	Related
acme.com/learn/first-crawl	200	Run your first crawl	Product education	first crawl, getting started, workspace	Related
acme.com/resources/audit-spreadsheet	200	Audit spreadsheet	Templates and resources	audit, spreadsheet, inventory	Related
acme.com/customers/harbor	200	Harbor content inventory	Customer stories	content inventory, customer story	Related

Scrape locally. Crawl any site from your desktop, with every page kept on your machine.
Index websites. Pages are embedded locally and grouped by meaning into one knowledge base.
Query the data. Ask in plain language or filter the table, with every answer tied to its pages.
Send data out. Connect Claude, Cursor, or any MCP client so your agents can work from the crawl.

Turn tech SEO into context.

Silkra extracts the technical SEO data from every crawl and turns it into a knowledge base you and your agents can work from.

See technical scraping

Every page, kept as it reads.

Each page is captured as it renders and saved as clean markdown, with its headings, body, and the links between pages. You and your agents get the whole page, not a snippet.

See the reader

<article>
  <h1>How to run a content audit</h1>
  <p>
    A content audit shows where pages overlap,
    go stale, or drift away from search intent.
    Use the <a href="/resources/seo-audit-checklist">SEO audit checklist</a>
    to review each section consistently.
  </p>
  <h2>Start with a content inventory</h2>
  <p>
    Group pages by topic, owner, freshness,
    and organic purpose. The <a href="/guides/internal-linking">internal linking guide</a>
    shows how related pages should point at
    each other.
  </p>
  <h2>Evaluate coverage and overlap</h2>
  <p>
    Compare pages that serve the same intent,
    then flag thin resources and guides with
    no inbound link from a related page.
  </p>
</article>

How to run a content audit

A content audit shows where pages overlap, go stale, or drift away from search intent. Use the SEO audit checklist

to review each section consistently.

Start with a content inventory

Group pages by topic, owner, freshness, and organic purpose. The internal linking guide shows how related pages should point at each other.

Evaluate coverage and overlap

Compare pages that serve the same intent, then flag thin resources and guides with no inbound link from a related page.

Every issue, already sorted.

106 checks run as pages land, sorting findings into technical health, content quality, and AI readiness. Every issue keeps its URLs, ready to review or hand to an agent.

Browse the checks

Broken Page (4xx Error)14
Missing Title Tag11
No Schema Markup128
Canonical Points Elsewhere9
Noindex Page With Inbound Equity7
No Social Share Image74
Server Error (5xx)5
Could Not Reach Page4
Multiple H1 Headings29
Page Timed Out3
Sitemap URL returns error2
No Favicon27
Thin Content62
AI Crawlers BlockedAttach to agent
No Subheadings24
Missing Meta Description38
Images Missing Alt Text33
Not in Sitemap22
Exact Duplicate Content21
Content Over 2 Years Old19
Excessive Schema Blocks7
Page Blocked from Google18
Duplicate Title16
H1 Too Long7
Broken Outbound Links16
Slow Page15

Refresh, then see what changed.

Smart refresh pulls the latest data without starting over and compares it to earlier versions. Every addition, removal, and edit is kept line by line, so you and your agents can reason over what changed.

Explore the diff

# How to run a content audit

A content audit helps you review all of your website pages.

A content audit shows where pages overlap, go stale, or drift away from search intent.

Use the [SEO audit checklist](/resources/seo-audit-checklist) to review each section consistently.

## Review your pages

## Start with a content inventory

Export a list of URLs and work through each page.

Group pages by topic, owner, freshness, and organic purpose.

Record which pages attract visits and which sit outside a clear content pathway.

## Score each page

## Evaluate coverage and overlap

Mark pages that need to be updated or removed.

Compare pages that serve the same intent.

Flag thin resources and guides with no inbound link from a related page.

## Make updates

## Prioritize the next action

Refresh old pages and delete anything unused.

Consolidate overlap, strengthen useful pages, and reconnect isolated content.

Review the audit again after the next crawl.

Shape the table in plain language.

Ask for thin pages, a topic, or a similarity cut and the rows reshape. Filters and semantic search work together on the same knowledge base.

See the table

TableShow me pages that are related to marketing automation

Cosine	URL	Status Code	Title	Semantic Group	Key Concepts	Semantic Fit
0.71	acme.com/blog/marketing-workflows	200	Marketing workflows that stay on track	Workflow automation	marketing workflows, handoffs, reporting	Related
0.67	acme.com/blog/automate-client-reporting	200	Automate client reporting	Workflow automation	client reporting, workflows, automation	Core
0.64	acme.com/guides/automated-reporting	200	Automated reporting setup	Workflow automation	automated reporting, data sources, schedules	Core
0.58	acme.com/guides/connect-your-data	200	Connect your data sources	Workflow automation	data sources, connectors, reporting	Related
0.56	acme.com/templates/client-report	200	Client report template	Templates and resources	client report, template, metrics	Related
0.54	acme.com/customers/papertrail	200	Papertrail’s editorial workflow	Customer stories	editorial workflow, customer story	Core
0.52	acme.com/guides/internal-linking	200	Internal linking between related pages	Content strategy	internal links, topic groups, isolated pages	Related
0.51	acme.com/blog/topic-clusters	200	Topic clusters for a site map	Content strategy	topic clusters, site structure, semantic groups	Core
0.49	acme.com/guides/brand-voice	200	Writing in a consistent brand voice	Workflow automation	brand voice, writing style, tone	Misfit
0.48	acme.com/blog/content-audit-guide	200	How to run a content audit	Content strategy	content audit, inventory, topic overlap	Core
0.48	acme.com/guides/content-audits	200	Content audit workflow	Content strategy	content audit, inventory, next actions	Core
0.47	acme.com/blog/content-gap-analysis	200	Finding content gaps on a site	Content strategy	content gaps, topic coverage, search intent	Core
0.47	acme.com/guides/build-a-content-brief	200	How to build a content brief	Content strategy	content brief, outline, search intent	Related
0.46	acme.com/guides/topic-research	200	Topic research for a content brief	Content strategy	topic research, content brief, search intent	Related
0.46	acme.com/blog/from-audit-to-brief	200	From a content audit to a brief	Content strategy	content audit, content brief, next actions	Related
0.45	acme.com/resources/content-brief-template	200	Content brief template	Templates and resources	content brief, template, outline	Core
0.45	acme.com/resources/seo-audit-checklist	200	SEO audit checklist	Templates and resources	seo audit, checklist, on-page	Related
0.44	acme.com/docs/getting-started	200	Getting started with the platform	Product education	getting started, workspace, first crawl	Core
0.44	acme.com/docs/workspaces	200	Workspaces overview	Product education	workspaces, crawl versions, collaboration	Related
0.43	acme.com/docs/integrations/slack	200	Slack integration	Product education	slack, notifications, integrations	Related
0.43	acme.com/docs/integrations	200	Integrations overview	Product education	integrations, workspace, notifications	Related
0.42	acme.com/docs/integrations/webhooks	200	Webhook integration	Product education	webhooks, integrations, events	Peripheral
0.42	acme.com/docs/api	200	API reference	Product education	api, endpoints, authentication	Peripheral
0.42	acme.com/learn/platform-overview	301	-	—	—	—
0.41	acme.com/resources/meta-title-template	200	Meta title template	Templates and resources	meta titles, template, page titles	Related
0.41	acme.com/templates/editorial-calendar	404	Page not found	—	—	—
0.41	acme.com/learn/first-crawl	200	Run your first crawl	Product education	first crawl, getting started, workspace	Related
0.40	acme.com/customers/northstar	200	How Northstar structures its content	Customer stories	customer story, content structure, topic coverage	Peripheral
0.40	acme.com/customers/shoreline	200	Shoreline topic coverage	Customer stories	topic coverage, customer story	Related
0.40	acme.com/resources/audit-spreadsheet	200	Audit spreadsheet	Templates and resources	audit, spreadsheet, inventory	Related
0.39	acme.com/customers/fieldnotes	200	Fieldnotes content inventory	Customer stories	content inventory, customer story	Related
0.39	acme.com/customers/harbor	200	Harbor content inventory	Customer stories	content inventory, customer story	Related

Ask your in-app SEO strategist.

Ask in plain language and get answers grounded in every page, issue, and link, with no briefing needed.

acme.com237 pages

Every answer grounded in data.

Every reply cites the pages it used. Open a source to see the rows behind the claim, so you can check the answer instead of taking it on faith.

What content issues stand out?

Reviewed page freshness

A large share of the site is thin or stale. Templates and resources carries most of it: 11 of 26 pages sit under the word-count threshold, and several leftover pages have not been updated in two years.

/resources/content-brief-template is one of those leftover pages. It still collects inbound links from Content strategy, so people keep landing on copy that has gone stale.
/guides/content-audits is more substantial, but it is just as untouched — and it is one of the most linked-to guides on the site, so it is worth a refresh first.

SourcesThin content11 matching pages

Let agent build the audit.

Ask for an audit, a brief, or a table and the agent drafts it as a document you can keep refining, with every source page still attached.

Content architecture audit: acme.com

237 pages were crawled and grouped by what they actually cover, rather than where they sit in the URL structure. This audit looks at topic coverage, overlapping content, and pages that are isolated from closely related resources.

Summary

Content strategy is the largest topic at 54 pages and contains two pages with no inbound link from a related resource.
Templates and resources has the highest share of thin pages: 11 of 26 fall under the word-count threshold.
Seven pages across the site have no inbound link from another page in the same semantic group.

Coverage by topic

The five largest topics account for 174 of the 237 pages. Thin and isolated counts are shown alongside so depth and reachability can be read together.

Topic	Pages	Thin	Isolated
Content strategy	54	6	2
Workflow automation	40	3	1
Product education	33	4	1
Templates and resources	26	11	2
Customer stories	21	2	1

Overlapping pages

Seven pairs sit above 0.9 cosine similarity, which usually means two pages were written to answer the same question at different times. The clearest cases:

/blog/content-audit-guide and /guides/content-audits explain nearly the same audit workflow.
/blog/automate-client-reporting and /templates/client-report cover the same reporting process without linking to each other.
/resources/content-brief-template overlaps heavily with /guides/build-a-content-brief.

Internal linking

Seven pages have no inbound link from inside their own semantic group. Most sit in Content strategy or Templates and resources, where closely related guides, articles, and downloads exist without forming a clear path between them.

Send the fix to your tools.

The agent drafts the edit against live values in WordPress or Webflow, or opens a Linear or Jira issue with the evidence attached. Nothing is written until you approve.

Charts drawn from the crawl.

Ask for a chart or a breakdown and the agent draws it from pages it has already counted, ready to share with the team.

Give it access to where you work.

Connect Search Console, Ahrefs, Jira, WordPress, and more. The agent pulls in the data it needs, then ships the fix back out.

See connected tools

Enrich other AI tools with real site data and context.

Silkra’s MCP server gives any compatible agent live access to your crawl.

See how MCP works

Ask your crawl from ChatGPT

Pull pages, issues, and groups into a chat your team already has open, with answers that point back to the URLs behind them.

Using Silkra, which of our guides are thin or stale?

ChatGPT

I’ll filter the pages in your synced crawl.

Silkra · filter pages18 matching guides

18 guides sit under the word-count threshold or have not been updated in two years. /resources/content-brief-template is the most linked-to of them, so it is the best place to start…

Take the analysis further in Claude

Claude starts from the scrape you synced, so the conversation begins at analysis instead of pasting exports and setting up context.

Using Silkra, find pages competing for the same intent around content audits.

Claude

I’ll compare the closest pages in your synced crawl.

Silkra · find similar pages3 high-overlap pairs

The clearest pair is /blog/content-audit-guide and /guides/content-audits. They cover nearly the same workflow and should be reviewed together. A third overlap is the content-brief template…

Give agents SEO data in Cursor

One call pulls the pages and issues that need a fix. The agent reads the crawl, then works on the templates behind them.

Use the Silkra crawl to find our highest-impact metadata issues and implement the fixes.

Cursor

I’ll inspect the crawl first, then update the shared page template.

Silkra · get issues12 affected pages

Editedapp/(marketing)/layout.tsx+4−2

Editedlib/site-metadata.ts+10

Updated the shared metadata defaults and canonical handling for the affected routes.

Silkra is your SEO data layer.

A scraper hands you a file and moves on. Silkra keeps the whole crawl indexed, so you can group it, question it, and come back to it.

See the product

Silkra

Other SEO crawlers

Every page indexed and grouped by semantic topic.
Other SEO crawlers
Pages stay a flat list of URLs.
Spots what changed since your last crawl.
Other SEO crawlers
Every crawl starts from scratch.
Checks how ready each page is for AI answers.
Other SEO crawlers
Little insight into how answer engines read a site.
An agent that answers questions about any crawl.
Other SEO crawlers
You dig through spreadsheets to find patterns.
Your crawl, inside the AI tools you already use.
Other SEO crawlers
Exports you paste into other tools by hand.

When to use?

You manage a website or many of them, and want site context inside any AI tool.

Other SEO crawlers

You need a quick scrape or a fast one-off validation.

Free to download for Mac or Windows. Create your first workspace today.

Get started

Common questions

Create your first workspace.

Turn websites into SEO knowledge bases. Free to start.