Small business▲+3Since September 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
7%from 4% in September 2026
Inside the floor by 8 pointsRank 6 → 5 of 67
1 category · RankedAsset Panda
61Judge labels
3First choices
16Negative labels
13 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
6% in ITAM for small business buyers
Rank 11 of 82 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 21% of its 19 labels there were negative.
What the models named instead of Asset Panda →By buyer segmentRead the same way at every buyer size.
Small business5 of 74
6%29 labels
accepted challenger
Mid-market11 of 82
0%19 labels
accepted challenger
Enterprise90 of 91
0%10 labels
criticized challenger
In itam · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Asset Panda for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| IT asset management | IT operations and endpoint | 0% | 11 of 82 | 21% | 19 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Asset Panda held within the floor in its one category: no change cleared 11 points.
Best category · ITAM · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 10 → 11 of 75
Enterprise▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 8 → 83 of 85
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ITAM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 11 of 82 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Asset Panda across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Asset Panda across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct9 labels1
Paraphrase7 labelsNone
Comparative15 labelsNone
Budget-constrained3 labels1
Scale-constrained12 labels1
Negative15 labelsNone
First choiceAlternativeMentionNegative61 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Asset Panda - a highly configurable mobile scanning workflow... pricing is not publicly available” Llama 4 Maverick · ITAM · paraphrase prompt · alternative
“Best For: Tracking hybrid hardware, physical assets, and mobile/field-based workflows.” Gemini 3.5 Flash · ITAM · comparative prompt · alternative
“For mobile-first teams needing high configurability, consider Asset Panda.” Mistral Small · ITAM · paraphrase prompt · alternative
“Best for: Flexibility across IT + non-IT assets with mobile field operations” DeepSeek V4 Flash · ITAM · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Do you need automated discovery? (If yes, avoid Asset Panda, Snipe-IT, or pure manual trackers.)” DeepSeek V4 Flash · ITAM · negative prompt · hard negative
“Steep Renewal Costs: A common complaint from existing customers is "sticker shock" during renewal cycles” Gemini 3.5 Flash · ITAM · negative prompt · soft negative
“may not be ideal for very small teams, deep ITSM needs, or very low-cost requirements.” Perplexity Sonar · ITAM · negative prompt · soft negative
“if you want a more customizable platform and can spend more than a bare-bones tool” Perplexity Sonar · ITAM · budget prompt · soft negative
Named alongside
The products named in the same answers as Asset Panda, over the 61 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Asset Panda was named but was not.ShowHide
Named alongside
The products named in the same answers as Asset Panda, over the 61 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Asset Panda was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Asset Panda. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 60 of the 61 answers that named Asset Panda and are not a share of its labels.
Domains cited
virima.com35
blog.invgate.com30
resources.rework.com27
desk365.io25
ezo.io25
g2.com25
assetpanda.comYour site24
rippling.com22
cloudaware.com21
forbes.com18
228 of the 252 domain citations in answers naming Asset Panda came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
assetpanda.com is not in Google's top ten for any of the category's searches. In the answers, Asset Panda takes 0% of first choices and Freshservice takes 31%.ShowHide
Search and answers
assetpanda.com is not in Google's top ten for any of the category's searches. In the answers, Asset Panda takes 0% of first choices and Freshservice takes 31%.
ShowHideIn search
Google, US estimatesPosition for “it asset management platform”
–
not in the top ten
Position for “it asset management platforms”
–
not in the top ten
- Searches for its name, Google
- 5,400 a month (“asset panda”)
- AI search demand for its name, est.
- 55 a month
- Organic visits to its site
- about 35,566 a month
- Searches its site ranks for
- 2,215 · 314 in the top three
- Sites linking to it
- 1,733
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 11 of 82 in ITAM
Segment leader
31%
Freshservice
- First choices
- 3 across its categories
- Named in
- 61 answers
- Its own site cited
- in 60 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on assetpanda.com
783
subdomains included
Content
465
counted in the table below
Documentation
1
Product · Integration
158 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 161 | 4 | 2026-08-18 | ITAM | |
| Blog | 149 | 6 | 2026-09-15 | ITAM | |
| News or press | 60 | 5 | 2026-09-15 | ITAM | |
| Comparison | 35 | 1 | 2026-08-12 | ITAM | |
| Report or ebook | 32 | 0 | 2026-02-10 | ITAM | |
| Glossary or explainer | 13 | 0 | 2025-10-23 | ITAM | |
| Template or tool | 9 | 3 | 2026-09-22 | ||
| Webinar or virtual event | 6 | 0 | 2025-05-21 |
Most recent
- 2026-09-22Activity stream template or tool
- 2026-09-15Asset panda brings ai powered help desk ticketing and asset management together in one platform news or press
- 2026-09-15Help desk ticketing reimagined ursa ai blog
- 2026-09-15Asset panda help desk ticketing faq blog
- 2026-09-01Asset panda helps law enforcement agencies strengthen chain of custody evidence accountability with digital asset manage news or press
- 2026-08-19Portfolio operations software blog
How it is countedHide how it is counted
Every page assetpanda.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow Asset Panda
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Asset Panda is its own company.ShowHide
The company
Asset Panda is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Asset Panda: The #1 Asset Management Software
- For
- organizations managing assets across sectors, including Government, Manufacturing, Healthcare, Education, Construction, and Nonprofit
- Price stated
- Request a demo for pricing. assetpanda.com
- Free plan or trial
- Try for Free assetpanda.com
- Certifications
- SOC 2 Type II CertifiedHIPAA CompliantGovRAMP AuthorizedPCI DSS CompliantNFPA CompliantGDPR CompliantEU-U.S. Data Privacy Framework (DPF) CertifiedSOC 2 Type II
- Customers named
- Saint Francis UniversityBronte ConstructionGeneral ElectricWyoming Supreme CourtUnity HospiceRipple ITCreston Community School DistrictUniversity of Connecticut
- Not stated on the pages read
- Starting price, integrations, hosting
What Asset Panda's own pages state, read September 28, 2026: assetpanda.com, assetpanda.com/pricing, assetpanda.com/trust, assetpanda.com/solutions/education, assetpanda.com/resource-center/case-studies. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Asset Panda's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Asset Panda, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Asset Panda by email, built from the raw record of the edition. It shows:
- where Asset Panda is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Asset Panda, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.