AI Visibility Audit

Moving Pro Inc · Venice, CA · 2026-04-06
AI VISIBILITY SCORE
40/100
poor
ChatGPT
7/20
queries cited
Perplexity
8/20
queries cited
Google AI Overview
1/20
cited / 5 triggered
Domain Rank
219
DataForSEO
Backlinks
242
93 referring domains
Ranked Keywords
88
organic positions
Schema Score
7/25
5 types found

AI Visibility Score: **40/100** (POOR)

ComponentScoreDetail
AI Platform Citations7/2516/60 queries cited
Schema Markup7/255 schemas found
AI-Weighted Backlinks15/2593 referring main domains
Content Citability11/25Perplexity in-content + in-sources signal

Headline Findings


Section 1 - ChatGPT Visibility (7/20)

Cited In:

> ssional moving and storage services while planting 10 trees for every move.

[Moving Pro inc](http://www.movingproinc.com/?utm_source=openai)

Closed · Mover · 4.9 (149 reviews)

_#1, Venice, CA 90291_

Established in 2014, known for caref...

> pert coordination and protection for high-value homes and fine furnishings.

[Moving Pro inc](http://www.movingproinc.com/?utm_source=openai)

Closed · Mover · 4.9 (149 reviews)

_#1, Venice, CA 90291_

Known for careful packing, clear com...

> e · 4.5 (311 reviews)**

_90021 California, Los Angeles, S Alameda St_

Bravo Moving provides transparent pricing with no hidden fees for long-distance moves. They offer clear contracts and tracking features to ensure the safety of your possessions...

> g services in Venice, CA, here are several reputable companies to consider:

[Moving Pro inc](http://www.movingproinc.com/?utm_source=openai)

Closed · Mover · 4.9 (149 reviews)

_#1, Venice, CA 90291_

Specializes in business relocations,...

> gistics, offering full and partial packing services tailored to your needs.

[Moving Pro inc](http://www.movingproinc.com/?utm_source=openai)

Closed · Mover · 4.9 (149 reviews)

_#1, Venice, CA 90291_

Provides certified packing services ...

> Moving Pro Inc, based in Venice, California, is a family-owned and operated moving company with over 20 years of experience. They offer a range of services, including local and long-distance moving, packing, storage, and car transportation. ([movingp...

> ## [Moving Pro Inc](https://www.google.com/maps/search/Moving+Pro+Inc?utm_source=openai)

Moving Pro Inc, based in Venice, California, is a family-owned moving company with over 20 years of experience. They offer services such as trucking, warehousi...

Absent From:

...and 3 more


Section 2 - Perplexity Visibility (8/20)

In response: 8/20 | In sources only: 1/20

Cited In:

> rated movers based on real reviews, including Imperial Moving and Storage.[7]

No single company is universally "best" without specific needs (e.g., local vs. i...

> rvices, including piano and fine art; focuses on stress-free efficiency.[5]

> , and 7-day customer support; they hold official licenses and insurance.[2]

> orage | Handles regulations for CA moves over 100 miles[5] | Site inquiry |

Additional Options

**Moving Pro Inc.**Commercial/business relocations (small to large offices)[8]Specializes in corporate transitionsSite details

> s for Westside/Venice areas.[6] | (213) 772-1470 | Free quotes available. |

**Moving Pro Inc.**Commercial moving in Venice/LA, skilled handling.[8]Not specifiedFocuses on seamless business relocations.

> vices Available

> **Moving Pro Inc, a Venice, CA-based moving company, receives consistently positive reviews across multiple platforms, with perfect 5-star ratings on BBB (A+ accredited since 2011), Angi's List (5.0/5 from 7 reviews), and their own site, praising eff...

> Moving Pro Inc, based in Venice, CA, appears to be a highly regarded moving company based on consistently positive customer reviews and ratings across multiple platforms.[1][2][3][6]

Key Strengths from Reviews


Section 3 - Google AI Overview (1/20 cited, 5/20 triggered)

AI Overview cited:

Sources: meatheadmovers.com, hireahelper.com, m.yelp.com

AIO triggered but did NOT cite us:

Sources cited instead: m.yelp.com, meatheadmovers.com, sosmovingla.net

Sources cited instead: m.yelp.com, reddit.com, allied.com

Sources cited instead: m.yelp.com, meatheadmovers.com, m.yelp.com

Sources cited instead: sosmovingla.net, mariomoving.com, m.yelp.com

Organic positions for AI-tested queries:


Section 4 - Google Maps Pack (4/5)

Missing from:

- 1. Pure Moving Company Los Angeles Movers Local & Long distance (5* / 2978 reviews)

- 2. Trek Movers (4.9* / 988 reviews)

- 3. DoStar Moving - Los Angeles Movers Local & Long Distance Moving LA (5* / 241 reviews)

- 4. NorthStar Moving Company (4.9* / 885 reviews)

- 5. Cheap Movers Los Angeles (4.9* / 986 reviews)


Section 5 - SEO Foundation

Top 20 Ranked Keywords

#KeywordPositionVolumeCPC
1brown box874400$2.17
2movi company622400$0.87
3moving pr861900$6.61
4logistic pro inc251300$7.89
5movers santa monica591000$29.42
6moving companies in pasadena591000$17.12
7moving companies in pasadena ca761000$17.12
8moving companies pasadena ca571000$17.12
9moving companies santa monica741000$29.42
10moving company in pasadena581000$17.12
11moving company pasadena ca631000$17.12
12moving company santa monica661000$29.42
13moving service santa monica661000$29.42
14pasadena ca moving companies581000$17.12
15pasadena moving companies541000$17.12
16santa monica moving companies541000$29.42
17move pro27880$5.80
18move-proz74720$9.38
19moving pros22720$11.07
20movingpro11720$11.07

Striking Distance Keywords (positions 11-20, ready to push to page 1)

KeywordPositionVolumeCPC
movingpro11720$11.07
west la movers1790$38.13
pick it up pro2050$0.00

Top 15 Referring Domains

DomainRankBacklinks
qrgtech.com217120
movingprosusa.com621
sergechel.info01
seomuda.id01
torun-stolarz.pl01
ododuorpremium.com01
shoplogist.com01
ycm.info01
arteza.fr01
walisha.org01
wallpapers.pro01
cuevideos.com01
urls-shortener.eu01
linkcenter.com01
musweb.org01

Algorithmic Competitors (DataForSEO Labs)

DomainIntersectionsAvg PositionRanked KWs
movingproinc.com8848.9659090909090988
yelp.com784.11538461538461578
facebook.com6822.44117647058823668
youtube.com5737.17543859649122657
instagram.com5332.05660377358490453
hireahelper.com5015.7850
reddit.com4818.77083333333333248
angi.com4842.91666666666666448
mapquest.com4524.26666666666666645
uhaul.com4435.7544

Top Anchor Texts


Section 6 - Schema & Structured Data

Score: 7/25

Schemas found (5): WebPage, BreadcrumbList, Organization, ImageObject, WebSite

Gaps:


Section 7 - Technical On-Page (DataForSEO Instant)


Section 8 - Trust List (Top Cited Source Domains Across All Queries)

Domains AI engines cited most often when answering queries in this niche.

#DomainCitation Count
1movingproinc.com18
2meatheadmovers.com15
3abcmovingsystems.com15
4sosmovingla.net14
5neomovers.com12
6angi.com10
7royalmovingco.com9
8hireahelper.com8
9m.yelp.com8
10allied.com7
11bbb.org6
12iboxmoving.com5
13moveadvisor.com5
14northstarmoving.com5
15puremovers.com5

Section 9 - Sourcing vs Display Layer Analysis

For each query, classifies into VISIBLE (in answer text), HIDDEN (in sources but not answer text - 'trusted but not quotable'), or ABSENT (not in AI data at all).

PlatformVisibleHiddenAbsent
ChatGPT7013
Perplexity8111
Google AIO104
TOTAL16128

Insights

Hidden Queries (highest-leverage fixes - already trusted as source, need quotable content)


Section 10 - RAG Trigger Classification

Classifies queries by whether they trigger AI web retrieval (YES_SEARCH, high commercial intent) vs use embedded LLM knowledge (NO_EMBEDDED). YES_SEARCH queries are where AI ranking work pays off most.

Insights

Top high-value absent queries (cited in NO platform, high commercial intent):


Section 11 - Entity Linker Opportunity Analysis

Khaled technique: implied citations. Create unique claims on website + corroborate across 2-3 external AI-trusted sources. AI links them to same entity. No backlink needed.

Unique Claims Found on Homepage (0)

Trust Gateway Analysis

Recommended Entity Linker Actions


Section 12 - Service Page Content Depth Analysis

Top 5 service pages scraped + scored on word count, FAQ, proof blocks, pricing, images, internal links.

Average depth score: 8.0/10

#URLWordsFAQsTestimonialsWarrantyPricingImagesScoreGrade
1commercial-moving12010YYY148/10A
2local-moving12930YYY148/10A
3long-distance13860YYY148/10A
4packing-services12460YYY148/10A
5residential-moving12920YYY148/10A

Insights


Section 13 - Google Business Profile Comparison

Client GBP vs top competitors from Google Maps SERP.

Client GBP

Competitor GBPs

TitleCategoryRatingReviewsPhotosClaimed
Flexible Steel MoversMover4.98878Y

Section 14 - Knowledge Graph Verification

Wikidata gap: opportunity to create a Wikidata entry for this business + cross-link to website. Wikidata is the lookup table for both Google KG and Bing.


Section 15 - Backlink Quality Score (Phase 3)

Score: 35/100

ComponentScoreDetail
Domain Rank20/25219
Referring Main Domains8/2093
Spam Penalty0/015
Anchor Diversity0/10
High Authority Links Pct0/15
Editorial News Links Pct2/15
Niche Relevance5/10default value, needs NLP enhancement

Comparison vs Top 5 Competitors

Verdict: BEHIND

MetricClientCompetitor AvgDiff
Domain Rank219839-620
Backlinks24228932270030-28932269788
Ref Domains9314695586-14695493

Top 5 Competitor Backlink Profiles

#DomainDRBacklinksRef DomainsSpam
1yelp.com706121,472,9516769055
2facebook.com100069,525,004,944330393948
3youtube.com100034,329,228,496170514969
4instagram.com100040,678,904,208227050247
5hireahelper.com4916,739,55251090

Section 16 - SERP Opportunities (Low-Hanging Fruit)

Found 99 new keyword opportunities + 0 link intersection opportunities (sites linking to competitors but not us).

Top 25 New Keyword Opportunities

KeywordSearch VolumeCPCCompetition
henry box brown box8100$0.500
henry the box brown8100$0.500
henry box brown8100$0.500
henry brown box8100$0.500
brown in box4400$2.170.96
brown box cafe2900$0.200.01
box tape brown1900$1.991
brown box tape1900$1.991
box dye brown1600$0.371
brown box dye1600$0.371
brown paper gift box1300$5.330.5
mega brown box1000$0.000.02
box dye light brown880$0.321
light brown box dye880$0.321
little brown jug music box880$0.050.06
brown box hair color720$0.451
box brown sugar720$0.110.93
brown box hair dye colors720$0.451
brown hair dye box720$0.451
dark brown box dye720$0.531
brown fox coffee box720$0.110.03
box hair dye brown720$0.451
brown box hair dye720$0.451
brown sugar box720$0.110.93
box dye brown hair720$0.451

Section 17 - Citation Gap Analysis (Local Dominator Equivalent)

Have: 8 directories | Missing: 30 | High-priority missing: 0

Directories Client Has

Top 15 Missing Directories (Priority by Competitor Count)

#DirectoryCompetitors that have it
1pods.com1/5
2chamberofcommerce.com0/5
3yellowpagecity.com0/5
4yelp.com0/5
5thumbtack.com0/5
6cylex.us.com0/5
7mymovingreviews.com0/5
8movingstaffing.com0/5
9topratemovers.com0/5
10trustpilot.com0/5
11uhaul.com0/5
12alignable.com0/5
13localstack.com0/5
14homeadvisor.com0/5
15buzzfile.com0/5

Section 18 - Search Intent Classification

Each of the 20 audit queries classified by Google's intent model.


Section 19 - Backlink Growth History (12 months)


Section 20 - Cheap Health Check (Phase 3)


Section 21 - Schema Rollout (Ready to Deploy)

7 JSON-LD schema blocks generated and ready to paste into your website's <head> section:

Files: deliverables/moving-pro-inc/schema/

Quick deploy: deliverables/moving-pro-inc/schema/ALL-IN-ONE.html

Per-CMS instructions: deliverables/moving-pro-inc/schema/README.md


Section 22 - Golden Hook (Lead With This)

Comprehensive audit complete. AI Visibility Score: 40/100. We've identified the 3 highest-leverage fixes that should move you to 70+/100 within 90 days. All the JSON-LD, content gaps, and citation list are ready to deploy.

Section 23 - Quick Wins

1. Increase content-to-HTML ratio (low content density flagged)

2. Add alt text to images

3. Improve page load time

4. Add missing schema: LocalBusiness/Organization schema, Person schema, FAQ schema

5. Push striking-distance keyword 'movingpro' (pos 11, vol 720) to page 1


Section 16 - Recommended Action Plan

This Week

Month 1

Months 2-3


Audit generated 2026-04-06 by Online Optimisers AI Audit Pipeline (v2026.04).