Agents and content
The agent that finds the gap and ships the fix
Monitoring tells you where you are missing. The Siftly Agent does something about it: it researches the question, plans the piece, writes it against your brand facts, validates it, and hands you a draft ready to publish. You watch every phase and can steer or stop at any one.
the run canvas
A run you can watch, not a black box
Every phase on one graph. Research, plan, write, validate: the run draws itself as a node graph while it works, with the inner passes under each phase. You always know which step is executing and what it has produced so far.
Pause at each phase, or let it run. In guided mode the agent stops at every phase boundary for you to approve, steer, or stop. In auto mode it runs straight through and hands off a draft. Same engine, different amount of your attention.
brand facts
Grounded in your facts, aimed at your gaps
It writes from what is true about you. The agent works from your brand facts and your voice, not from what a model happens to remember. Claims trace back to a source, so the draft says what your team would say.
The queue comes from your own citation data. Runs start where the evidence is: a question where competitors are cited and you are not, a topic you track with nothing published against it. The output goes back into the same measurement loop, so you can see whether it worked.
The Siftly Agent
What The Siftly Agent Does
How it works
How A Run Works
Research
The agent gathers and curates sources for the question, researches how competitors answer it, and extracts the claims worth using. This is the phase that decides whether the piece has anything to say.
Plan
It turns the research into a structure: the questions the piece answers, in the order an engine can parse them. You can edit the plan before a word is written.
Write
Drafting, humanizing, and formatting run inside this phase, assembling the sections into a piece that reads like your team rather than like a model.
Validate
The draft is checked before you see it: claims against sources, brand facts against the copy, structure against the format the piece was planned in.
The Siftly Agent
What Keeps It Grounded
Brand facts
What is true about your product, as your team stated it
Voice
How your brand writes, applied at draft time
Sources
Curated first, so claims have somewhere to trace back to
Validation
A check on the output before it reaches you
The Siftly Agent
Where Runs Come From
| Starting point | What the agent is being asked to fix |
|---|---|
| A citation gap | A question where competitors are cited as the source and you are not |
| A tracked prompt you miss | A question in your set where your mention rate is low or zero |
| A topic with no coverage | A topic you track that nothing you have published answers |
| A page that gets crawled and skipped | Content AI reads and passes over, which usually needs restructuring rather than more words |
Getting started
Time to value, not time to configure
Minute 1
Pick the gap
Choose a prompt or topic where you are missing. The agent takes it as the run's brief, with your brand facts and voice attached.
Minutes 2 to 20
Watch the run
Research, plan, write, validate. In guided mode you approve or steer at each phase; in auto mode it runs through and hands you the draft at the end.
Same day
Publish and measure
Send the draft to your CMS, then watch crawler hits and citations on the new page. The loop closes where it started, in the measurement.
Questions