| Factor | Score | Notes |
|---|---|---|
| Quotable Proof Blocks | 4/5 | "Since 2005", "5.0 / 648 reviews", "residential, commercial, long-distance", strong branded frame |
| FAQ Sections | 2/5 | Thin, no FAQPage schema, unanswered common questions (binding quote? storage? insurance?) |
| Unique Claims | 3/5 | "Family-owned since 2005", Texas State college-mover angle, piano service tag on GBP |
| Service Page Depth | 3/5 | Main pages present but thin, satellite city pages missing entirely |
| Content Differentiation | 3/5 | Strong San Marcos voice, Kyle / New Braunfels / Wimberley copy generic or absent |
| Page | Words | Schema | FAQ | Proof Blocks | Grade |
|---|---|---|---|---|---|
| Homepage | ~800 | Generic | NO | 3 | B- |
| /residential-moving | ~600 | NO | NO | 2 | C+ |
| /long-distance-moving | ~500 | NO | NO | 1 | C |
| /commercial-moving | ~500 | NO | NO | 1 | C |
| /packing-services | ~400 | NO | NO | 0 | C- |
| City pages (Kyle, Buda, etc.) | 0 | NO | NO | 0 | MISSING |
| Category | Count | AI Weight | Notes |
|---|---|---|---|
| Editorial / news | 0 | HIGH (3x) | Zero local press coverage, major gap |
| Q&A platforms | 0 | HIGH (3x) | Zero Reddit / Quora presence |
| Review sites | ~5-8 | MED (2x) | Yelp + a few smaller directories |
| Directories | ~40-50 | MED (2x) | MapQuest, Angi (listing only), standard local directories |
| Social anchors (Facebook etc.) | dominant | LOW (1x) | Overweighted vs editorial / news |
| Spam / PBN | ~10-15 | NEGATIVE | Spam score of 20 is meaningful, worth disavowing |
Bobcat's 611 ranked keywords prove the domain already has authority, which makes the schema gap more expensive, not less. AI engines are reading a high-trust domain with no entity markup.
bobcatmovers.com is the most-cited domain across the 60-query panel (41 mentions). That is a strong own-domain trust signal. The issue is the satellite-city and specialty-query tail, where Bobcat drops out and competitors fill in.
| # | Domain | Mentions | Type |
|---|---|---|---|
| 1 | bobcatmovers.com | 41 | Self |
| 2 | dvmovers.com | 27 | Local competitor |
| 3 | littleguys.com | 23 | Local competitor (since 1997) |
| 4 | allmysons.com | 17 | Regional chain |
| 5 | lugg.com | 8 | App-based mover |
| 6 | tothemoonmoving.com | 7 | Emerging local competitor |
| 7 | scobeymoving.com | 6 | Mayflower agent, long-distance |
| 8 | hireahelper.com | 6 | Marketplace directory |
| 9 | angi.com | 6 | Directory |
Gap: Bobcat is not present on Angi, HireAHelper, MyMovingReviews, moveBuddha, or Unpakt, all of which AI engines cite when answering "movers in..." queries.
Hidden queries (Kyle, New Braunfels satellite cities): Bobcat is occasionally in sources but not lifted into the final answer. Fix with dedicated city pages, local schema, and location-specific proof blocks.
Absent: Queries where neither answer nor sources include Bobcat. These are the satellite-city and specialty tail.
All 20 queries are RAG triggers (local service queries). Google AIO triggers on 5 / 20, almost entirely conversational phrasing. Service+location phrasing ("best movers in X") very rarely triggers AIO for moving queries.
| Element | On Site? | Claim | Corroborated? |
|---|---|---|---|
| Years in business | YES | "Since 2005" | YES Website + GBP + Yelp |
| Star rating | YES | "5.0 / 648 reviews" | PARTIAL GBP only, no Review schema |
| Owner / founder | NO | Blake York not named on site | NO |
| Unique methodology / motto | NO | - | NO |
| Awards / recognition | NO | - | NO |
| Specialty services | YES | Piano moving, college student moves | PARTIAL GBP only |
| Family-owned status | IMPLIED | Not explicitly stated | NO |
| Texas State University tie | IMPLIED | College moving service, not branded as Texas State partner | NO |
Primary recommendation: name Blake York as founder with Person schema + sameAs links, add a methodology / "why Bobcat" motto, and turn "family-owned since 2005" into a corroborated entity linker across GBP, BBB, LinkedIn, and major directories.
| Competitor | ChatGPT | Perplexity | Unique Angle |
|---|---|---|---|
| Little Guys Movers | 5+ | 6+ | "Established since 1997", strong community brand |
| D&V Movers | 4+ | 5+ | "Best Moving Company in San Marcos" claim, packing co-cite |
| Scobey Moving & Storage | 2+ | 3+ | Authorized Mayflower agent, 100+ years, long-distance |
| All My Sons Moving & Storage | 3+ | 2+ | Regional chain |
| J&J Metro | 1+ | 2+ | "Serving since 1968" (60+ year tenure angle) |
| Ace Relocation Systems | 1+ | 1+ | National logistics |
| To The Moon Moving | 1+ | 2+ | Emerging, review-volume play |
Why Little Guys wins co-cites: multi-city footprint, strong brand story, more years than Bobcat on paper. Why Scobey wins long-distance: Mayflower agent badge, national-brand leverage. Bobcat's counter: 5.0 / 648 reviews beats all of them, but the review strength isn't currently exposed as schema or structured on-site content.
The 5.0 / 648-review GBP is Bobcat's single biggest underleveraged asset across the entire audit. It is already driving the ChatGPT and Perplexity cites. Exposing it as structured data (AggregateRating schema) and adding owner-reply presence would push it harder.
Top GBP review themes (from place_topics): job, apartment, efficient, floor, furniture, packing, team, careful. These are quotable into FAQ + proof blocks.
Total: 54/100. The 0/25 schema line is the entire reason the overall score is in the "fair" band. Everything else scores mid-to-high. Fix schema and the score jumps to the 75-80 range on a 90-day re-audit.