AI visibility software

AI Solo and Scrunch

Scrunch appears publicly as a product for understanding and improving how AI systems represent a brand.

Descriptions of other companies are qualitative and fair-minded. Where we mention a public positioning, treat it as “as of November 2026, per their public site,” and check the source before you rely on it. We do not publish unverified feature grids or invented customer results.

Topic	Scrunch	AI Solo
What you are buying	Software can be the right buy if your editors, digital PR, and developers are already in the same weekly meeting.	We sit in that meeting as the delivery partner, with human approval on anything a customer will read.
Who runs the work	Your team operates the product and turns dashboards into action.	A senior strategist-led programme with human approval on customer-facing copy.
Measurement	Product-led measurement is usually the centre of the offer.	Defined prompt set with mention, citation, and share-of-answer reporting. No citation guarantee.
Production cadence	You execute changes; the tool tracks outcomes.	Documented ship log: Growth 25 or Scale 50 articles/month on managed plans, plus technical and authority work.
Guarantees	Read their public terms. We do not summarise guarantees we have not verified.	No ranking or citation guarantees. Measurement method is described in our FAQ and terms.
When they fit better	Choose software if your operating cadence is already strong.	Choose a programme if the cadence itself is what you are missing.

Shapes of offer

Side-by-side, qualitative

How Scrunch is usually bought

Software can be the right buy if your editors, digital PR, and developers are already in the same weekly meeting.

How AI Solo is bought

We sit in that meeting as the delivery partner, with human approval on anything a customer will read.

Category angle

AI visibility software

Scrunch helps teams understand how AI represents a brand inside a product. AI Solo is for teams that need the representation fixed on-site and off-site by operators who approve copy before it ships.

Decision

When to choose which path

Choose Scrunch when

Choose software if your operating cadence is already strong.

Choose AI Solo when

Choose a programme if the cadence itself is what you are missing.

Pricing models

How contracts usually compare

Scrunch

Software contract with your ops team accountable for action.

AI Solo

90-day initial term on Growth or Scale; founding December rate lock where offered.

Migration

Practical switch notes

Hand over brand guidelines and disallowed claims. We start with entity fixes before net-new pages.

FAQ

Before you sign either side

When is Scrunch the better fit?: Choose software if your operating cadence is already strong. This note is qualitative. Verify scope, pricing, and regions on their public site before you sign.
When is AI Solo the better fit?: Choose a programme if the cadence itself is what you are missing. Our published plans include Growth at 25 articles per month and Scale at 50, with prompt reporting and no citation guarantee.
Are these feature claims verified line by line?: No. The comparison matrix is qualitative and dated. We do not copy competitor feature grids or invent win rates. Check each vendor’s site and contract before you buy.

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Topic

Scrunch

AI Solo

What you are buying

Software can be the right buy if your editors, digital PR, and developers are already in the same weekly meeting.

We sit in that meeting as the delivery partner, with human approval on anything a customer will read.

Who runs the work

Your team operates the product and turns dashboards into action.

A senior strategist-led programme with human approval on customer-facing copy.

Measurement

Product-led measurement is usually the centre of the offer.

Defined prompt set with mention, citation, and share-of-answer reporting. No citation guarantee.

Production cadence

You execute changes; the tool tracks outcomes.

Documented ship log: Growth 25 or Scale 50 articles/month on managed plans, plus technical and authority work.

Guarantees

Read their public terms. We do not summarise guarantees we have not verified.

No ranking or citation guarantees. Measurement method is described in our FAQ and terms.

When they fit better

Choose software if your operating cadence is already strong.

Choose a programme if the cadence itself is what you are missing.

Before you sign either side

When is Scrunch the better fit?

Choose software if your operating cadence is already strong. This note is qualitative. Verify scope, pricing, and regions on their public site before you sign.

When is AI Solo the better fit?

Choose a programme if the cadence itself is what you are missing. Our published plans include Growth at 25 articles per month and Scale at 50, with prompt reporting and no citation guarantee.

Are these feature claims verified line by line?

No. The comparison matrix is qualitative and dated. We do not copy competitor feature grids or invent win rates. Check each vendor’s site and contract before you buy.