
Rewrite product descriptions for buyer confidence
Make every product clearer, more useful, and easier to buy.
The workflow layer for AI and your content
Connect your website. Point an agent at a job, give it full-site context, and review every change before anything goes live.

Make every product clearer, more useful, and easier to buy.

Connect orphaned content and strengthen every important page.

See where your content lacks clear answers, sources, or structure.
Recipes created by real experts.

Every product explains benefits, proof, specs and fit clearly.

Old claims, dates and recommendations brought up to today.

Weak product pages listed before they lose discovery or trust.

Posts missing clear answers, sources or structure ranked for action.

Orphan content linked and related articles connected.

Product pages answer shopper questions before AI or competitors do.

A prioritized list of posts missing clear answers, sources or structure.

Posts organized into topics, pillars and cluster opportunities.

Catalog gaps in FAQs, specs, clarity and trust signals listed.

Each opening answers the query before adding context.

Old claims, materials, bundles and guarantees updated across the catalog.

A refresh queue ranked by age and outdated references.

Competing posts grouped so you can merge, redirect or rewrite.

Pages without sizing, care, shipping or returns cues surfaced.

Each post opens with a clear answer block AI engines can cite.

Shoppers see tradeoffs, alternatives and best-fit use cases.

Old facts, dates and claims brought up to today.

A refresh queue ranked by age and likely staleness.

Relevant posts linked together so readers and crawlers move deeper.

Product copy becomes clearer, factual and answer-friendly.
How it works
Connect your site, choose a job, let the agent work with full-site context, then approve exactly what goes live.
Internal link engine64 of 248 pages ready to review
ReadyBrand voice auditScanning Northstar Journal
RunningStale content refreshScheduled for Monday, 09:00
ScheduledControl is the feature
Every workflow can understand the rest of your content, not just the open document.
See field-level changes and approve the exact records that should go live.
Every push creates a snapshot, so reverting is a deliberate action instead of a recovery project.
Why I built Specter
I built Specter because the model was rarely the bottleneck. The real problem was scattered context, improvised workflows, review in the wrong place, and publishing that still depended on fragile manual steps.
Specter makes that entire system coherent: connect the site, give an agent a real job, inspect every change, and decide what ships.
One system, three ways in
The web app is Specter for most teams. Pro and Open Source keep the doors open for power users, developers, and organizations with different operating needs.
The complete hosted workspace for connecting content, running AI workflows, reviewing changes, and publishing safely.
The downloaded app for local markdown, custom tools, and direct control over your content workflow.
Explore Pro →The core engine for developers who want to inspect, extend, self-host, or build their own version.
View on GitHub →Frequently asked questions
No. Specter is the workflow and control layer around AI work: it connects your content, supplies context, runs repeatable workflows, shows the changes, and safely publishes what you approve.
No. The web app is the primary Specter experience. Connect a supported CMS in the browser and start working.
Yes. Spectersync Core is the downloaded power-user app for local markdown, custom tooling, and hands-on control.
Yes. Managed workflows make the common jobs fast, while BYO prompts, models, and the open-source engine keep the system flexible.
You get a dry run and a clear diff. Specter snapshots the existing version before push, giving you a reliable path back.
The next layer in your content stack
Connect your content operation to Specter and make every workflow visible, repeatable, and safe.
Claim 75 free credits