Market Disruptors vs Woobound
Woobound is one of the few agencies that gets it — AI answer presence matters for contractors, not just Google rankings. Here's where our approaches diverge, and why measurement is everything.
What Woobound focuses on
- GEO (Generative Engine Optimization) as a core service — an early mover for home services
- 'Recommendation infrastructure' framework: Signal Audit → Entity Engineering → Authority Expansion → Continuous Improvement
- Content marketing and podcast ('The Default Answer Show') as primary awareness channel
- Positions around AI recommendation probability — a useful framing for AI-era marketing
What Market Disruptors does differently
- MAHI Index™ measurement with CitationIQ™ as a component metric — citation data tied to defined prompt panels
- MAHI Index™ Share of Model tracking across priority AI platforms with verifiable query data
- Transparent pricing — no 'book a call to find out' friction barrier
- Defined measurement windows with a baseline — no vague 'optimization' without benchmarks
- 12 home service trades with vertical-specific AI query libraries, not generalist GEO
Feature-by-Feature Comparison
| Feature | Woobound | Market Disruptors |
|---|---|---|
| GEO as core service | YesNamed primary offering | YesCore service with entity strategy |
| Proprietary measurement platform | NoNo published measurement tool | YesMAHI Index™ with CitationIQ™ metric |
| Transparent pricing | No'Book a call' required | YesPublished on pricing page |
| Case studies with actual data | NoNo public before/after dataset found | YesMeasured baseline and follow-up reporting |
| Share of Model tracking | NoNot a named offering | YesMAHI Index™ across priority AI platforms |
| Home services specialization | PartialHVAC primary, limited verticals | Yes12 trades with trade-specific queries |
| Measurement window | PartialNot clearly published | YesDefined baseline and follow-up windows |
| Content + thought leadership | YesDefault Answer Podcast, active content | PartialGrowing GEO and AEO article library |
The Verdict
Woobound and Market Disruptors are philosophically aligned: AI answer presence matters for contractors. The difference is measurement and proof. The MAHI Index framework, with CitationIQ™ as a component metric, gives clients a verifiable baseline, competitor benchmarks, and before/after citation data. Woobound doesn't publish pricing, case studies with numbers, or a measurement methodology. When you're investing in GEO, you deserve to see the data.
When Woobound wins
Woobound may suit home service businesses that prioritize an agency with a strong podcast presence and long-form content marketing footprint. If brand awareness through content is as important as measurement, they have a head start on that specific channel.
When Market Disruptors wins
We win when you need to see the numbers. The MAHI Index framework gives you a citation baseline, competitor benchmarks, and before/after data, with CitationIQ™ as a component metric. If you're spending on GEO and want measurement, that's the difference.
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