Key finding:
- The brand name is a measurement problem and a marketing problem. Brand Radar reports 30.4M AI impressions for “Tofu” — more than Jobber and Housecall Pro combined — but the cited prompts are “What exactly is Chipotle?”, “Is ramen healthy?” and “Is Thai food healthy?”. That is the soy product, not the software. Real generative visibility for tofu.com is effectively zero.
- Organic footprint is early but well-targeted: 1,085 keywords / 3.9K visits per month at DR 44, with 404 keywords already in the top 3.
- The competitive gap is wide: Jobber (324K visits/mo, DR 90) and Housecall Pro (140K, DR 89) dominate, with Workiz and FieldPulse at ~40K each.
- Reachable demand is 491K searches/month, concentrated in Field Service Management Software (255K/mo) — and Tofu already ranks in the top 3 for 404 terms, so the base to build on is real.
Content Opportunities
1,598
Relevant content ideas (excl. off-topic)
9
Relevant topical clusters
490,730
Relevant monthly search volume
| Content Cluster | Content Ideas | Monthly Search Volume |
|---|
| Field Service Management Software | 352 | 255,350 |
| Job Scheduling & Dispatch | 319 | 63,370 |
| Invoicing, Estimates & Payments | 108 | 60,370 |
| Trades: HVAC, Plumbing, Electrical | 430 | 56,430 |
| Mobile Apps & Proof of Work | 144 | 21,340 |
| Lawn Care & Landscaping | 123 | 18,490 |
| Cleaning & Home Services | 103 | 14,380 |
| CRM & Client Management | 10 | 650 |
| Jobber / Housecall Pro Alternatives | 9 | 350 |
| Off-topic / adjacent tools — excluded | 852 | 1,729,540 |
| Total (all) | 2,450 | 2,220,270 |
How this was built
- Seed keywords derived from tofu.com site content, expanded via Google Ads Keyword Planner (2,450 keyword ideas) for the client's live traffic geographies.
- Clustered by search intent; every keyword sits in exactly one cluster.
- The off-topic row is excluded from the three headline figures — it holds adjacent-tool and generic queries the Planner returns but that carry no purchase intent for this product.
- 👆 Click any cluster row to see its top keywords by volume.
Competitive Landscape (Ahrefs)
Organic SEO — Ahrefs Site Explorer
| Brand | Domain Rating | Org. traffic/mo | Org. keywords | Keywords Top 3 | Ref. domains | Backlinks | Org. value/mo |
|---|
Tofu tofu.com | | | | | | | |
Jobber getjobber.com | | | | | | | |
Housecall Pro housecallpro.com | | | | | | | |
Workiz workiz.com | | | | | | | |
FieldPulse fieldpulse.com | | | | | | | |
👆 Click a brand row → per-brand SEO dashboard (authority, backlinks, top markets). Bars are normalized per column. Snapshot 2026-08-06.
AI Share of Voice
Tofu holds 86.8% of AI share of voice across the full set (656.4% among comparable brands). Excluded from the scale: Tofu (brand-name noise / off-scale).
Jobber 72.9%Housecall Pro 24.6%Workiz 0.6%FieldPulse 1.9%
AI Visibility — Brand Radar (impressions / month)
| Brand | ● ChatGPT | ◆ Google AI Overviews | ◇ Google AI Mode | Total |
|---|
Tofu tofu.com AI citations → | 17.9M / 9.3M / 3.2M impressions — brand-name noise (“tofu” is a common food noun — and TOFU also means top-of-funnel in marketing; Brand Radar matches brand names, not domains) |
Jobber getjobber.com AI citations → | | | | 3.4M |
Housecall Pro housecallpro.com AI citations → | | | | 1.1M |
Workiz workiz.com AI citations → | | | | 26.3K |
FieldPulse fieldpulse.com AI citations → | | | | 88.7K |
👆 Click a brand row → popup with its AI citations (ChatGPT prompts whose answers cite that domain: prompt · volume/mo · co-cited domains). Brand Radar matches brand names, not domains, so common-word brands are flagged and excluded from the scale. Snapshot 2026-08-06.
GEO / AI visibility. Tofu is absent from AI answers about field service software, and its brand name actively works against it: ask an AI assistant about “tofu” and it answers about food, so the product cannot accumulate the entity signals that put a vendor into a shortlist. Competitors have no such handicap — Jobber (3.4M impressions) and Housecall Pro (1.1M) are consistently cited for “best field service software” prompts. Two implications: first, brand-name AI metrics for this domain are unusable and should be tracked at domain level via citations only; second, the practical route into AI answers is always pairing the name with the category (“Tofu field service software”) in titles, schema and off-site mentions, so the entity resolves to the product rather than the food.
Funnel & GEO Benchmarks — B2B SaaS
Reference ranges for a B2B funnel — Organic visit → Lead → Sales-Qualified → Won — adapted from ESA's benchmark set (Ahrefs, Semrush, FirstPageSage, OpenView, Seer Interactive). Rows marked ROI-model input feed the forecast below.
§1 Conversion benchmarks
| Funnel step | Low | Healthy | Top | What moves it |
|---|
| Organic visit → Lead | 0.5–1% | 1.5–2.5% | 3–5% | Clear service pages, case studies, fast site, visible contact CTA |
| Lead → Sales-Qualified | 20–30% | 35–45% | 50–60% | ICP fit, fast follow-up, qualification, trust signals |
| SQL → Won | 10–18% | 20–30% | 30–40% | Proposal quality, expertise, security/compliance, references |
| Sales cycle | 1–3 mo | 3–6 mo | 6–12 mo | Longer for enterprise and regulated buyers |
| Avg. visits per page (peak) | — | 60 | — | ROI-model input. Ahrefs top-pages — trimmed mean of ranking pages. Ahrefs top-pages, median of ranking product and guide pages on tofu.com |
| Customer value (LTV) | — | $2K | — | ROI-model input. Assumption — small-crew FSM subscription (~$150/mo) held ~12 months. Replace with Tofu's real ACV and retention. |
§2 GEO benchmark ranges
| GEO metric | Early | Healthy | AI-heavy | Notes |
|---|
| LLM traffic ratio | 0.01–0.04× | 0.05–0.12× | 0.15–0.30× | LLM referrals as a multiple of organic |
| LLM conversion boost | +50–120% | +300–500% | +400–700% | ChatGPT highest; AI Overviews lowest |
| Content success rate | 30–50% | 45–65% | 50–70% | Service pages and how-to content rank best |
| Months to peak | 3–6 | 6–14 | 14–24 | Per published cohort |
| Brand traffic multiplier | 0.05–0.15× | 0.20–0.40× | 0.45–0.90× | Fixed at 3.5× brand-lift in the model |
ROI Forecast — package × period
Cumulative Revenue vs Cost
Model = ESA ROI Calculator (cohort ramp → brand/LLM channels → funnel → cumulative ROI)
- Package sets pages/mo & monthly cost: Start 10/$5.5K · Growth 25/$10.95K · Scale 40/$15.5K
- Behavioural assumptions held at the Healthy tier of the benchmark tables above (months-to-peak 10, success 55%, LLM ratio 0.06, LLM conv ×2.0, visit→lead 2.0%, lead→won 8%, avg visits/page 60, brand amplification ×3.5)
- LTV $2K is an assumption and the dominant lever — Assumption — small-crew FSM subscription (~$150/mo) held ~12 months. Replace with Tofu's real ACV and retention.
- Brand amplification is fixed at ×3.5 per the ESA calculator reference. Combined with the assumed LTV it is what drives the headline figures: the model multiplies earned organic traffic by ~4.5× across brand and LLM channels before the funnel is applied. Treat the absolute revenue as an upper-bound scenario, and the shape (break-even month, package ranking) as the usable output.
- Estimates on the stated inputs, not guarantees.