How much time should I budget?

About 3 hours total, a working session and a review call. We do the heavy lifting.

What if I only want the roadmap, not the build?

That's the Campaign Repositioning Sprint. Ship it yourself, or upgrade to Done-For-You later.

Do you interview my customers?

Optional. We can mine your call recordings, reviews, and won/lost notes instead.

B2B teams spending $20K+/mo on ads whose demos aren't converting.

Book a 30-minute call. We'll tell you straight if it's a fit.

Where Pecan AI's ads lose the buyer

Pecan AI is running 18 live ads on LinkedIn and Google. Their average fit to their own ideal buyer is 7.3 out of 10, and 4 ads need fixing. Each ad below is one of Pecan AI’s real live creatives, read straight from the ad libraries.

Pecan AI’s live ads, scored against their buyer

Predictive AI - not another LLM, scored 7/10 against Pecan AI’s ideal buyer. Sharp positioning against LLM hype lands well, but no specific outcome or proof to close the gap.
Tell Meta who's worth it -> Pecan will find more similar., scored 8/10 against Pecan AI’s ideal buyer. Concrete pLTV use case with a memorable visual speaks directly to DTC and subscription ecommerce buyers.
Better forecast - Less manual work. All integrated with your SAP or O9 planning , scored 7/10 against Pecan AI’s ideal buyer. Demand forecasting with SAP and O9 integration is a credible, specific pain point for the right ops buyer.
Were you at Meta London? Here is what pecan.ai does in 30 seconds: predictive AI, scored 5/10 against Pecan AI’s ideal buyer. Event-retargeting hook limits reach; copy is cut off before the value lands.
Know the next move., scored 8/10 against Pecan AI’s ideal buyer. Churn, leads, demand, ROAS in one line nails the ICP's exact high-stakes decisions.
Ask a business question. Get a prediction in days., scored 9/10 against Pecan AI’s ideal buyer. Question-to-prediction-in-days framing directly mirrors the ICP's core trigger with no data science hire required.
Send Meta the right number., scored 8/10 against Pecan AI’s ideal buyer. 7-day vs 180-day contrast is a sharp, specific insight for performance marketers optimizing pLTV on Meta.
Your data. Real predictions., scored 7/10 against Pecan AI’s ideal buyer. Time-to-value and demo CTA are strong; mascot creative is playful but slightly undercuts enterprise credibility.
Ask it like you'd ask a colleague., scored 9/10 against Pecan AI’s ideal buyer. Three verbatim buyer questions plus 'real answers from your historical data in days' hits every ICP pain point precisely.
Bring your data. Leave with a forecast., scored 6/10 against Pecan AI’s ideal buyer. Clean promise but no specifics on speed, use case, or what makes Pecan different from any forecasting tool.
Up to 30% More Accurate, scored 7/10 against Pecan AI’s ideal buyer. Specific accuracy range and vertical focus on demand forecasting give a real reason to click for that segment.
Better Stock. Better Margins., scored 6/10 against Pecan AI’s ideal buyer. Outcome trio lands but no proof or differentiator separates it from any forecasting vendor.
Stop guessing which customers will churn, scored 8/10 against Pecan AI’s ideal buyer. Sharp churn hook plus '1st party data' and 'no backlog' directly address the ICP's core trigger.
pLTV was just the warmup., scored 7/10 against Pecan AI’s ideal buyer. Smart retargeting move that expands use cases, but 'Learn more' CTA is weak for a warm audience.
Forecast You Can Finally Trust, scored 5/10 against Pecan AI’s ideal buyer. 'Finally trust' implies pain but stays vague with no proof or specifics to back the claim.
What a first pLTV model actually needs:, scored 8/10 against Pecan AI’s ideal buyer. Checklist format dismantles the 'we need a data science team' objection with concrete, reassuring specifics.
If you run a supply chain, your demand forecast is basically astrology with a VL, scored 9/10 against Pecan AI’s ideal buyer. Dense, sourced proof with real numbers across five dimensions makes this the strongest trust-builder in the set.
Predictions Made Simple - Made for Business Outcomes, scored 7/10 against Pecan AI’s ideal buyer. Solid use-case list and 'no data scientists' hook, but 'Made Simple' opener is generic and proof is absent.

See Pecan AI’s full live-ad board on AdRoast. Every creative scored against their ICP, with the exact fix for each.

Learn the method behind these scores: the AdRoast guides cover how to audit your ads against your ICP and why clicks do not turn into pipeline.