AI Visibility Audit

Elite Movers & Packing Services · Ventura, CA · 2026-04-06

AI VISIBILITY SCORE

55/100

fair

ChatGPT

11/20

queries cited

Perplexity

13/20

queries cited

Google AI Overview

6/20

cited / 7 triggered

Domain Rank

122

DataForSEO

Backlinks

177

100 referring domains

Ranked Keywords

124

organic positions

Schema Score

7/25

5 types found

AI Visibility Score: 55/100 (FAIR)

Component	Score	Detail
AI Platform Citations	12/25	30/60 queries cited
Schema Markup	7/25	5 schemas found
AI-Weighted Backlinks	20/25	100 referring main domains
Content Citability	16/25	Perplexity in-content + in-sources signal

Headline Findings

11/20 ChatGPT queries cited Elite Movers & Packing Services (55%)
13/20 Perplexity queries cited Elite Movers & Packing Services (65%)
6/20 Google AI Overview queries cited Elite Movers & Packing Services (7/20 triggered AIO)
3/5 Google Maps queries returned Elite Movers & Packing Services in top 20
Domain Rank 122 | 177 backlinks | 100 referring domains
124 ranked keywords (organic ETV: 772.0992226414382)
Schema score: 7/25 (5 types found)

Section 1 - ChatGPT Visibility (11/20)

Cited In:

Q6 - "who are the best movers in Ventura"

> rucks, and quality packing supplies, offering an all-inclusive hourly rate.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Serving V...

Q7 - "what is the best moving company Ventura CA"

> storage), and budget. Here are some reputable moving companies in Ventura:

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Establishe...

Q9 - "can you recommend a mover in Ventura"

> es, offering various moving services with a focus on customer satisfaction.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Specializ...

Q12 - "moving and storage Ventura"

> g with full-service storage solutions in their 33,000 square foot facility.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Serving V...

Q13 - "long distance movers Ventura CA"

> luding long-distance and international moves, packing, and storage options.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Serving V...

Q14 - "last minute movers Ventura"

> roviding residential and commercial moving services with no hidden charges.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Offers fu...

Q15 - "piano movers Ventura CA"

> ent and trained personnel to ensure safe transportation of your instrument.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Specializ...

Q16 - "commercial movers Ventura CA"

> nment offices, and medical facilities, with a focus on minimizing downtime.

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Serving V...

Q17 - "packing services Ventura CA"

> ng services in Ventura, CA, here are several reputable options to consider:

[Elite Movers & Packing Services](https://elitemoversca.com/?utm_source=openai)

Closed · Mover · 5.0 (168 reviews)

_1845 Huron Dr, Ventura, CA 93004_

Establish...

Q19 - "Elite Movers Ventura reviews"

> Elite Movers & Packing Services, based in Ventura, CA, has garnered a strong reputation for its moving services. The company boasts over 150 five-star reviews on Google, reflecting high customer satisfaction. ([elitemoversca.com](https://elitemoversc...

...and 1 more cited queries

Absent From:

Q1 - "best moving company Ventura CA"
Q2 - "top rated movers Ventura CA"
Q3 - "best movers Thousand Oaks CA"
Q4 - "moving company Santa Barbara CA"
Q5 - "best moving and storage Ventura CA"
Q8 - "who should I hire to move in Thousand Oaks"
Q10 - "what moving company should I use in Camarillo"
Q11 - "storage units Ventura CA"
Q18 - "residential movers Oxnard CA"

Section 2 - Perplexity Visibility (13/20)

In response: 13/20 | In sources only: 0/20

Cited In:

Q1 - "best moving company Ventura CA" (also in sources)

> free, professional movers handling both residential and commercial moves[5].

Elite Movers & Packing Services offers local and long-distance moves, packing, and storage services[1].

Hilford Moving and Storage has over 89 years in business an...

Q2 - "top rated movers Ventura CA" (also in sources)

> Top-rated movers in Ventura, CA, based on available sources include Elite Movers & Packing Services LLC, Max Protection Moving, and Hilford Moving & Storage, Inc., highlighted as the top 3 in a recent video ranking.[1]

Highly Recommended Loc...

Q5 - "best moving and storage Ventura CA" (also in sources)

> Elite Movers & Packing Services LLC, Max Protection Moving, and Hilford Moving & Storage, Inc. are ranked as the top three moving companies in Ventura, CA, with Elite and Hilford explicitly offering storage services.[1][2]

Top Recommended Co...

Q6 - "who are the best movers in Ventura" (also in sources)

> sed on their websites' claims of experience, ratings, and services, including Elite Movers & Packing Services, Allied Van Lines, and Meathead Movers[1][2][3]. Other frequently mentioned providers are Mayflower, Ready-To-Go Movers,...

Q7 - "what is the best moving company Ventura CA" (also in sources)

> s, ratings, and needs (e.g., local vs. long-distance, eco-friendly). However, Elite Movers & Packing Services LLC tops a recent ranking and holds an A+ BBB rating, making it a strong top recommendation.[1][2][6]

Top Recommended Companies

Bas...

Q12 - "moving and storage Ventura" (also in sources)

> very for tight spaces; weather-resistant; local owners in Ventura County. |

Elite Movers & Packing Services [4]	Local/long-distance moves, packing, storage, loading	Serves Ventura, Santa Barbara, Montecito; provides inventory forms.

Q13 - "long distance movers Ventura CA" (also in sources)

> xperience, A+ BBB rating, packing supplies, and cross-country expertise[4].

Elite Movers & Packing Services: Offers customized long-distance moves, packing, storage, and loading in Ventura and nearby like Montecito[5].
Mayflower: Custom l...

Q14 - "last minute movers Ventura" (also in sources)

> or heavy items or loading; instant online pricing.[7]

General services like Elite Movers (transparent pricing, no hidden fees), Allied Van Lines (local/long-distance, A+ BBB rating), and Ready-To-Go Movers (Ventura County) may accommoda...

Q15 - "piano movers Ventura CA" (also in sources)

> Recommended piano movers in Ventura, CA, include Movegreen, Elite Movers & Packing Services, and platforms like uShip for comparing options. These companies specialize in handling upright and grand pianos with specialized equipment, offering loca...

Q16 - "commercial movers Ventura CA" (also in sources)

> or medium, $999–$1,600+ for large; labor-only at $69–$99/hour per mover.[1]

Elite Movers & Packing Services: Handles efficient commercial moves with minimal business disruption, plus long-distance and on-site services in Ventura.[2]
**MSI (Mo...

...and 3 more cited queries

Section 3 - Google AI Overview (6/20 cited, 7/20 triggered)

AI Overview cited:

Q4 - "moving company Santa Barbara CA"

Sources: m.yelp.com, reddit.com, movegreen.com

Q7 - "what is the best moving company Ventura CA"

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

Q8 - "who should I hire to move in Thousand Oaks"

Sources: m.yelp.com, precisionmovingcorp.com, reddit.com

Q9 - "can you recommend a mover in Ventura"

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

Q10 - "what moving company should I use in Camarillo"

Sources: meatheadmovers.com, movegreen.com, allied.com

Q13 - "long distance movers Ventura CA"

Sources: allied.com, mayflower.com, elitemoversca.com

AIO triggered but did NOT cite us:

Q18 - "residential movers Oxnard CA"

Sources cited instead: movegreen.com, meatheadmovers.com, uniquemovingandstorage.com

Organic positions for AI-tested queries:

Q1 - "best moving company Ventura CA" - position #6
Q2 - "top rated movers Ventura CA" - position #6
Q5 - "best moving and storage Ventura CA" - position #6
Q6 - "who are the best movers in Ventura" - position #7
Q7 - "what is the best moving company Ventura CA" - position #7
Q12 - "moving and storage Ventura" - position #6
Q13 - "long distance movers Ventura CA" - position #4
Q14 - "last minute movers Ventura" - position #4
Q15 - "piano movers Ventura CA" - position #3
Q16 - "commercial movers Ventura CA" - position #4

Section 4 - Google Maps Pack (3/5)

"movers Ventura CA" - position #1
"moving company Thousand Oaks CA" - position #20
"long distance movers Ventura CA" - position #2

Missing from:

"moving company Santa Barbara CA" - top 5 currently:

- 1. Movegreen - Santa Barbara Movers (4.9* / 371 reviews)

- 2. Platinum Movers Inc (4.9* / 145 reviews)

- 3. Jared's Moving Services (4.9* / 247 reviews)

- 4. Mammoth Moving & Storage (4.9* / 191 reviews)

- 5. Aussie Moving (4.8* / 57 reviews)

"storage Ventura CA" - top 5 currently:

- 1. Ultra Storage (4.8* / 153 reviews)

- 2. Extra Space Storage (4.7* / 952 reviews)

- 3. Extra Space Storage (4.9* / 972 reviews)

- 4. Public Storage (4.8* / 393 reviews)

- 5. Public Storage (4.7* / 422 reviews)

Section 5 - SEO Foundation

Domain Rank: 122
Backlinks: 177
Referring Domains: 105
Referring Main Domains: 100
Spam Score: 22
Ranked Keywords: 124
Organic ETV: 772.0992226414382

Top 20 Ranked Keywords

#	Keyword	Position	Volume	CPC
1	elite movers	18	1900	$8.19
2	elite moving & storage	35	1000	$19.26
3	elite moving and storage	30	1000	$19.26
4	elite moving and storage inc	25	1000	$19.26
5	antique movers near me	28	880	$1.60
6	elite moving	30	880	$9.00
7	elite moving company	32	880	$9.00
8	elite moving service	39	880	$9.00
9	elite moving services	50	880	$9.00
10	elite moving storage	58	880	$15.11
11	movers in santa barbara	44	720	$18.77
12	movers in ventura ca	6	720	$19.97
13	movers santa barbara	45	720	$18.77
14	movers ventura	7	720	$19.97
15	movers ventura ca	7	720	$19.97
16	moving companies in santa barbara	63	720	$18.77
17	moving companies in santa barbara ca	24	720	$18.77
18	moving companies in ventura	7	720	$19.97
19	moving companies santa barbara	30	720	$18.77
20	moving companies santa barbara ca	51	720	$18.77

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

Keyword	Position	Volume	CPC
elite movers	18	1900	$8.19
moving companies camarillo	20	390	$10.48
movers oxnard ca	18	320	$11.43
moving companies oxnard ca	16	320	$11.43
movers westlake village	19	110	$17.22
ventura county moving companies	12	110	$23.10
movers in calabasas	20	50	$11.50

Top 15 Referring Domains

Domain	Rank	Backlinks
streetvalueappraisals.com	51	1
anibookmark.com	51	1
yoomark.com	28	6
easystoragesearch.com	24	2
truefinders.com.au	23	4
loserve.com	14	2
ycm.info	0	1
seomuda.id	0	1
torun-stolarz.pl	0	1
ododuorpremium.com	0	1
shoplogist.com	0	1
pagesearch.net	0	1
arteza.fr	0	1
walisha.org	0	1
wallpapers.pro	0	1

Algorithmic Competitors (DataForSEO Labs)

Domain	Intersections	Avg Position	Ranked KWs
elitemoversca.com	124	31.274193548387096	124
yelp.com	120	3.8916666666666666	120
facebook.com	99	23.92929292929293	99
youtube.com	91	44.857142857142854	91
bbb.org	89	28.43820224719101	89
hireahelper.com	85	15.08235294117647	85
greatguysmove.com	81	52.32098765432099	81
uhaul.com	80	21.4625	80
angi.com	78	33.65384615384615	78
movegreen.com	77	18.68831168831169	77

Top Anchor Texts

"elitemoversca.com" - 53 backlinks from 48 domains
"Visit Website" - 21 backlinks from 6 domains
"Website" - 18 backlinks from 5 domains
"Visit Site" - 11 backlinks from 1 domains
"OUR TELEGRAM CHANEL https://t.me/s/quarterlinks25" - 8 backlinks from 8 domains
"Elite Movers & Packing Services" - 8 backlinks from 2 domains
"https://elitemoversca.com/" - 7 backlinks from 6 domains
"None" - 7 backlinks from 4 domains
"Elite Movers" - 7 backlinks from 4 domains
"JOIN OUR TELEGRAM https://t.me/s/darksidelinks" - 6 backlinks from 6 domains

Section 6 - Schema & Structured Data

Score: 7/25

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

Gaps:

Person schema MISSING (-4 pts)
FAQ schema MISSING (-5 pts)
Service schema MISSING (-3 pts)
Review/AggregateRating schema MISSING (-3 pts)
HowTo schema MISSING (-2 pts)

Section 7 - Technical On-Page (DataForSEO Instant)

URL tested: https://elitemoversca.com/
Status code: 200
Title: "Best Movers in Ventura, CA | Elite Movers & Packing Services" (60 chars)
Description: "Looking for trusted movers in Ventura, CA? Elite Movers & Packing Services handles local & long-distance moves, packing," (166 chars)
H1 tags: ['Speak Directly With Rudy.']
Word count: None
Content rate: None
Load time: 2186ms
Issues flagged: is_https, low_content_rate, duplicate_meta_tags, no_image_alt, no_image_title, frame

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

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

#	Domain	Citation Count
1	elitemoversca.com	31
2	allied.com	25
3	meatheadmovers.com	21
4	movegreen.com	20
5	muvr.io	14
6	readytogomovers.com	13
7	m.yelp.com	13
8	uniquemovingandstorage.com	9
9	hireahelper.com	9
10	hilfordmoving.com	8
11	mayflower.com	7
12	reddit.com	6
13	coasttransfer.com	5
14	uhaul.com	5
15	bbb.org	5

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).

Platform	Visible	Hidden	Absent
ChatGPT	11	0	9
Perplexity	13	0	7
Google AIO	6	0	1
TOTAL	30	0	17

Insights

Perplexity citations exceed ChatGPT - business is in 'fresh' web data but not in ChatGPT's training/retrieval. Needs trust list backlinks.

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.

YES_SEARCH queries: 14/20 cited
NO_EMBEDDED queries: 0/0 cited
MAYBE queries: 0/0 cited
High-value absent queries: 6 (YES_SEARCH where business is invisible)

Insights

YES_SEARCH queries (high commercial intent): cited in 14/20 (70%)
6 high-value YES_SEARCH queries where business is invisible - content + entity work targeting these would directly improve revenue.

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

Q3: "best movers Thousand Oaks CA"
Q4: "moving company Santa Barbara CA"
Q8: "who should I hire to move in Thousand Oaks"
Q10: "what moving company should I use in Camarillo"
Q11: "storage units Ventura CA"
Q18: "residential movers Oxnard CA"

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 (1)

founded: since 2010

Trust Gateway Analysis

Active in this niche (4/20): bbb.org, facebook.com, angi.com, thumbtack.com
Missing from niche citations: yelp.com, google.com, linkedin.com, homeadvisor.com, houzz.com, manta.com, yellowpages.com, mapquest.com

Recommended Entity Linker Actions

Verify BBB profile is complete with all unique claims (years in business, awards, certifications)
Pick 3-5 unique claims and corroborate across BBB + Yelp + LinkedIn + GMB description for AI entity linking

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: 6.8/10

#	URL	Words	FAQs	Testimonials	Warranty	Pricing	Images	Score	Grade
1	about-elite	1229	0	Y	Y	N	7	7/10	B
2	elite-fleet	943	0	Y	N	Y	19	6/10	B
3	ratings-reviews	2188	0	Y	N	Y	10	7/10	B
4	commercial-movers	2222	0	Y	Y	Y	18	8/10	A
5	contact-us	782	0	Y	N	Y	6	6/10	B

Insights

Average service page depth score is 6.8/10 (GOOD) - solid content foundation.

Section 13 - Google Business Profile Comparison

Client GBP vs top competitors from Google Maps SERP.

Client GBP

Title: Elite Movers & Packing Services
Category: Mover | also: Moving and storage service
Rating: 5 stars (168 reviews)
Address: 1845 Huron Dr, Ventura, CA 93004
Phone: +1805-697-6220
Photos: 257
Verified/Claimed: YES
Hours set: NO
Questions: None

Competitor GBPs

Title	Category	Rating	Reviews	Photos	Claimed
Ventura Moving Company	Mover	4.8	54	15	Y
Movegreen - Ventura Movers	Mover	4.8	218	99	Y

Section 14 - Knowledge Graph Verification

Wikidata entity: NO
Google Knowledge Graph entity: YES
Google KG items in SERP results: 8

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: 29/100

Component	Score	Detail
Domain Rank	10/25	122
Referring Main Domains	12/20	100
Spam Penalty	-5/0	22
Anchor Diversity	7/10
High Authority Links Pct	0/15
Editorial News Links Pct	0/15
Niche Relevance	5/10	default value, needs NLP enhancement

Comparison vs Top 5 Competitors

Verdict: BEHIND

Metric	Client	Competitor Avg	Diff
Domain Rank	122	787	-665
Backlinks	177	20835086325	-20835086148
Ref Domains	100	10202349	-10202249

Top 5 Competitor Backlink Profiles

#	Domain	DR	Backlinks	Ref Domains	Spam
1	yelp.com	706	121,472,951	676905	5
2	facebook.com	1000	69,525,004,944	33039394	8
3	youtube.com	1000	34,329,228,496	17051496	9
4	bbb.org	736	192,985,684	238842	2
5	hireahelper.com	491	6,739,552	5109	0

Section 16 - SERP Opportunities (Low-Hanging Fruit)

Found 16 new keyword opportunities + 0 link intersection opportunities (sites linking to competitors but not us).

Top 25 New Keyword Opportunities

Keyword	Search Volume	CPC	Competition
elite movers and storage	1000	$19.26	0.13
elite movers inc	140	$7.44	0.05
elite campus movers tallahassee	90	$8.12	0.53
elite affordable movers llc indianapolis reviews	90	$0.00	0.04
elite campus movers	90	$8.12	0.53
elite movers atlanta ga	90	$9.40	0.22
elite movers tallahassee	90	$8.12	0.53
atlanta elite movers	90	$9.40	0.22
elite movers atlanta	90	$9.40	0.22
elite movers brookfield	70	$35.08	0.3
elite movers cincinnati	70	$10.89	0.18
elite movers sterling va	70	$16.33	0.45
elite movers review	70	$20.80	0.41
elite movers reviews	70	$20.80	0.41
elite movers little rock	50	$3.84	0.45
elite mobile home movers	50	$7.57	0.21

Section 17 - Citation Gap Analysis (Local Dominator Equivalent)

Have: 4 directories | Missing: 34 | High-priority missing: 0

Directories Client Has

moving.com (also held by 1/5 competitors)
bbb.org (also held by 1/5 competitors)
yellowpages.com (also held by 0/5 competitors)
superpages.com (also held by 0/5 competitors)

Top 15 Missing Directories (Priority by Competitor Count)

#	Directory	Competitors that have it
1	mapquest.com	1/5
2	pods.com	1/5
3	chamberofcommerce.com	0/5
4	yellowpagecity.com	0/5
5	yelp.com	0/5
6	thumbtack.com	0/5
7	cylex.us.com	0/5
8	mymovingreviews.com	0/5
9	movingstaffing.com	0/5
10	topratemovers.com	0/5
11	trustpilot.com	0/5
12	uhaul.com	0/5
13	alignable.com	0/5
14	localstack.com	0/5
15	homeadvisor.com	0/5

Section 18 - Search Intent Classification

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

Commercial: 13 queries
Transactional: 3 queries
Informational: 2 queries
Navigational: 2 queries

Section 19 - Backlink Growth History (12 months)

Start date: 2025-04-30 00:00:00 +00:00
End date: 2026-02-28 00:00:00 +00:00
Referring domains growth: 87 -> 100 (+13)
Backlinks growth: 243 -> 172 (-71)

Section 20 - Cheap Health Check (Phase 3)

Mobile-friendly: True
Sitemap.xml: YES (9 URLs)
Robots.txt: YES (1 Disallow rules)
SSL valid: True (expires in 36 days)
Homepage response time: 2137ms
GBP rating: 5 stars / 168 reviews
GBP review topics: job, communication, the future, damages, skill, door, local move, piano

Section 21 - Schema Rollout (Ready to Deploy)

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

LocalBusiness / niche-specific schema
FAQPage schema
Service schema (one per service)
Person (owner) schema
AggregateRating + Review schema
BreadcrumbList schema
Organization with sameAs schema

Files: deliverables/elite-movers-packing-services/schema/

Quick deploy: deliverables/elite-movers-packing-services/schema/ALL-IN-ONE.html

Per-CMS instructions: deliverables/elite-movers-packing-services/schema/README.md

Section 22 - Golden Hook (Lead With This)

Comprehensive audit complete. AI Visibility Score: 55/100. 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. Fix meta description (missing or over 160 chars)

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

3. Add alt text to images

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

5. Push striking-distance keyword 'elite movers' (pos 18, vol 1900) to page 1

Section 16 - Recommended Action Plan

This Week

Add LocalBusiness, FAQ, Service, Person schema markup to homepage
Trim meta description to under 160 chars

Month 1

Build content for 6 high-value YES_SEARCH queries where business is invisible
Add 3-5 unique claims to homepage (years in business, certifications, awards, review count)
Build entity linkers across BBB, Yelp, niche directories
Push 7 striking-distance keywords to page 1 (page 2 currently)

Months 2-3

Create Wikidata entity for business + cross-link to website (KG signal)
Content depth on top 5 service pages (FAQ, proof blocks, unique claims)
Backlink campaign targeting trust list domains AI cites in this niche
Set up monthly AI visibility tracking (re-run audit)

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