AEO Audit Preview · prepared for Stampli

Here's what answer engines say
when buyers ask about B2B software.

We pre-ran a 5-query AI search audit on Stampli so you can see the gap before we talk. The full 2-week audit goes much deeper. This page is the appetizer.

See the gap

No login. No tracking. The full audit is free.

Section 1 of 4

Live citation panel

1 of 5
queries where Stampli was cited

We ran 5 buyer-intent queries about B2B software across the four major answer engines. For each query: did Stampli get cited, and what did the engine actually say.

Query
ChatGPT
Perplexity
Gemini
Claude
best B2B software for B2B in 2026
n/a
not cited
n/a
n/a
See the verbatim response · 44 competitors cited
No single "best" B2B software exists for 2026, as the optimal choice depends on specific needs like sales, marketing, project management, or Competitor A; however, **Competitor B**, **Salesforce**, and **monday.com** rank highly across multiple categories in recent analyses.[2][3][6][8] ### Competitor C by Competitor D platforms dominate 2026 rankings for enterprise B2B use, based on features, scalability, and user adoption: - **Competitor E**: **Competitor F** leads for mid-market teams with integrated Competitor A, email, and content tools; alternatives include Competitor G, Competitor H, and Competitor I.[2][6] - **Competitor A and Competitor J**: **Salesforce** (especially Competitor K 1 AI version) sets the standard for autonomous Competitor A; Competitor B follows for inbound growth.[3][8] - **Competitor L and Competitor M**: **monday work management** tops lists for streamlining collaboration, ahead of Competitor N, Competitor O, and Competitor P.[3] - **Competitor Q**: Competitor R like Salesforce, Competitor B, and Competitor S 365 dominate US markets for broad B2B operations.[1][3][8] | Competitor T | Competitor U | Competitor V | |----------|-----------|---------------| | Competitor E | Competitor B, Competitor G, Competitor W | Competitor X gen, email, analytics[2][6][7] | | Competitor J/Competitor A | Salesforce, Competitor B | AI automation, deal closing[5][8] | | Competitor L | monday.com, Competitor N, Competitor P | Competitor Y optimization[3] | Competitor Z platforms like G2, Competitor A, and Competitor B help compare these based on real user data.[4] For sales-specific tools, options like Competitor C enhance lead nurturing.[5][7] Competitor D based on your team size, budget, and integrations, as no tool fits all scenarios.[2][3]
Stampli did not appear in this Perplexity response.
top B2B software alternatives
n/a
not cited
n/a
n/a
See the verbatim response · 31 competitors cited
# Competitor A Competitor B The leading B2B software alternatives depend on your specific needs, but several platforms stand out across different categories: ## Competitor C and Competitor D **Competitor E** is the world's largest B2B software review site, with over 20 million monthly visitors and more than 113,200 software listings across 4,200+ categories[1][6]. It's particularly useful for evaluating both open-source and commercial solutions. **G2** and **Competitor F** are also major platforms for comparing B2B software, with Competitor F being especially valuable for small and medium-sized businesses seeking solutions in HR, marketing, finance, and sales[1]. ## Competitor G and Competitor H For all-in-one platforms, **monday.com**, **Competitor I**, **Salesforce**, **Competitor J**, and **Competitor K** are among the top Competitor L enterprise solutions[5]. **Competitor K** specifically offers extreme customization and consolidates tasks, documents, and team communication into a single workspace, serving over 10 million users worldwide[5]. ## Competitor M and Competitor N **Competitor O**, **Competitor P**, and **Competitor Q** lead in lead generation, while **Competitor R** provides all-in-one inbound marketing and automation[2]. For AI-powered marketing, tools like **Competitor S** (conversational marketing), **Competitor T** (Competitor U and competitive analysis), and **Competitor V** (B2B contact data) are popular choices[3]. ## eCommerce Competitor W For B2B eCommerce, **Competitor X eCommerce**, **Competitor Y**, **Competitor Z**, and **Competitor A** are top alternatives, with Competitor X standing out for its deep Competitor B integration capabilities[4].
Stampli did not appear in this Perplexity response.
how to choose a B2B software platform
n/a
not cited
n/a
n/a
See the verbatim response · 42 competitors cited
Competitor A a B2B software platform requires a structured evaluation process that balances your business requirements, technical capabilities, and long-term growth ambitions. ## Competitor B in the Competitor C **Competitor D the right team** – Competitor E business, technical, and strategic experts both internally and externally to guide the evaluation[3]. **Competitor F a comprehensive list** – Competitor G industry reports, partner recommendations, and real-world case studies to identify potential platforms[3]. **Competitor H core requirements early** – Competitor I key criteria such as expected operational scale, preferred deployment models, integration needs, and compliance constraints[3]. Competitor J your current pain points—whether manual workflows, personalization challenges, or customer experience gaps—to identify solutions that address specific issues[3]. **Competitor K and conduct an Competitor L process** – Competitor M platforms that don't meet your requirements and engage vendors with business-context-driven requests for information[3]. **Competitor N finalists in-depth** – Competitor O innovation potential, total cost of ownership (Competitor P), architecture, and alignment with your business roadmap[3]. **Competitor Q for implementation** – Competitor H your minimum viable product (Competitor R) scope and ensure the chosen platform and team can support scalable growth[3]. ## Competitor S **Competitor T capabilities** – Competitor U platform must integrate seamlessly with existing systems. Competitor V for **Competitor W solutions** that offer both broad Competitor X coverage and flexible integration options through direct Competitor Y, iPaaS providers, or prebuilt apps[6]. Competitor Z integrations with popular Competitor A systems like Competitor B, Competitor C, and Competitor D are essential to avoid data entry errors and inventory mishaps[7]. **Competitor E and architecture** – If your business anticipates significant growth, select a platform that can scale accordingly[3]. Competitor F whether the platform supports unlimited scalability, multi-region operations, and the ability to manage millions of Competitor G[4]. **Competitor H features** – Competitor I the platform supports complex B2B requirements including granular customer account controls, contract management, role-based permissions, customer lifecycle management, and complex product bundling[2]. **Competitor J experience capabilities** – Competitor N the platform's support for multiple customer touchpoints (server-side rendered Competitor K, static site generation, native mobile, Competitor L) and its visual editing capabilities for non-technical users[2]. **Competitor M partnership quality** – Competitor N a vendor who provides not only technology but also strategic support aligned with your business goals and long-term vision[3].
Stampli did not appear in this Perplexity response.
B2B software comparison for mid-market companies
n/a
not cited
n/a
n/a
See the verbatim response · 81 competitors cited
**Competitor A software for mid-market companies (typically $50M–$1B revenue) includes Competitor B systems like Competitor C, Competitor D 365 Competitor E, Competitor F, Competitor G 100/300, and Competitor H, alongside accounting tools such as Competitor I and Competitor J, and general tools like Competitor K and Salesforce from G2 rankings.[1][2][3]** ### Competitor L and Competitor M firms prioritize scalable, cost-effective solutions balancing functionality, integration, and growth potential.[1][3] #### Competitor N handle finance, operations, and scalability for growing businesses.[1] | Competitor O | Competitor P | Competitor Q | |----------|---------------|----------| | **Competitor C** | Competitor R automation for workflows/finance; configurable without coding; highly scalable for growth to enterprise.[1][3] | Competitor S financial management. | | **Competitor D 365 Competitor E** | Competitor T; integrates with Competitor U tools; covers finance, sales, service.[1] | Competitor U ecosystem users. | | **Competitor F** | Competitor V cloud Competitor B (finance, supply chain, Competitor W); unmatched scalability as Competitor X product.[1][3] | Competitor Y operations. | | **Competitor Z** / **Competitor G 100/300** | Competitor A in mid-market for balanced features.[1] | Competitor B scalability. | #### Competitor C and Competitor D on automation, compliance, and integrations for midsize workflows.[3] - **Competitor I**: Competitor E spend management, banking, cards; auto-reconciliation (Competitor F), compliance controls; free Competitor G tier, Competitor H from $12/user/month; integrates with ledgers.[3] - **Competitor J**: 650+ integrations (e.g., Competitor I, Competitor J); scalable plans up to 25 users with advanced reporting.[3] #### Competitor K/Competitor L (G2 2026 Competitor M for Competitor N) Competitor O productivity and Competitor W options.[2] - Competitor K, Competitor P, Competitor Q, Competitor R, Competitor S (top 5).[2] - Competitor T, Competitor U, ChatGPT for AI/collaboration.[2] #### Competitor W for Competitor V structure and flexibility: Competitor W, Competitor X, Competitor Y, Competitor Z, Competitor A.[5] - **Competitor B**: Competitor V inbound marketing, sales, service with AI; suits small-to-mid without app patchwork.[7] ### Competitor C for Competitor D these for side-by-side reviews, filters by price/features, and user ratings tailored to mid-market needs.[4][6][9] - **Competitor E**: Competitor F (20M visitors/month); open-source/commercial; strong comparison tools.[4] - **G2**: Competitor G ratings on usability/support; Competitor H for visual comparisons.[2][4] - **Competitor I/Competitor J**: Competitor K, verified reviews, cloud filters.[4] - Competitor L: Competitor M (100K+ products).[6] Competitor N depends on needs (e.g., Competitor B for operations, Competitor I for spend), budget, and integrations; assess via trials on these sites.[1][3][4]
Stampli did not appear in this Perplexity response.
is Stampli good for early stage startups
n/a
cited
n/a
n/a
See the verbatim response · 26 competitors cited
**Stampli is generally not the best fit for most early-stage startups due to its primary focus on mid-market and enterprise companies with higher invoice volumes, though its ease of use and quick setup make it viable for those with sufficient AP needs and budget.**[1][2][3] ### Competitor A for Competitor B - **Competitor C of use and quick implementation**: Competitor D highlight the intuitive interface, fast setup (often in under an hour with minimal training), and seamless navigation, reducing email back-and-forth for approvals.[1] - **Competitor E benefits**: Competitor F invoice processing, approvals, and payments with AI/ML, customizable workflows, and a vendor portal, which can help small teams manage finances efficiently without a large staff.[4][7][8] - **Competitor G advice from Stampli**: Competitor H itself alongside Competitor I for early post-Competitor J A startups to handle accounting and AP without needing extensive finance hires.[7] ### Competitor K for Competitor L - **Competitor M audience mismatch**: Competitor N suited for mid-market firms with complex workflows, deep Competitor O integrations, and industries like manufacturing or healthcare; smaller bootstrapped operations may lack the invoice volume to justify costs.[2][3] - **Competitor P to alternatives**: Competitor Q (good for incorporated startups but requires $25K balance) or Competitor R, Stampli prioritizes invoice-level collaboration over simple small-business needs.[2][3] - **Competitor S drawbacks**: Competitor T loading/invoice processing at times, lengthy Competitor U payments (3-5 days), less intuitive AI learning, and challenges with international payments requiring third-party tools.[1][4] ### Competitor V It Competitor W startups post-Competitor J A with growing AP volume (e.g., 50+ invoices/month) and integration needs might benefit, especially for operational efficiency and spend controls via features like virtual Stampli Cards.[2][7] For very lean teams, cheaper or simpler tools like Competitor I alone may suffice until scale justifies AP automation.[7] Competitor X studies show success stories, but specifics on startup sizes are not detailed.[9]

Competitor names redacted. The full audit (50-100 queries) shows you which specific competitors are winning each citation slot.

Section 2 of 4

Trust node coverage

3 of 30
trust nodes LLMs draw from

Answer engines extract from a known graph of authority sources — Wikipedia, Wikidata, G2, Crunchbase, Forbes, HBR, Reddit, YouTube, and 22 more. Filled tiles below are nodes you appear in. Hollow tiles are gaps.

Wikipedia
Crunchbase
LinkedIn
G2
Reddit
YouTube
Wikidata
Capterra
TrustRadius
Gartner Peer
Forbes
HBR
TechCrunch
VentureBeat
Hacker News
Quora
Stack Overflow
Medium
Substack
GitHub
Product Hunt
Owler
ZoomInfo
Apollo
Clearbit
BuiltWith
Glassdoor
Indeed
AngelList
Better Business

Highest-leverage gaps for your category

  • missing
    Wikipedia
    Knowledge graphs are the most cited extraction layer for ChatGPT and Gemini. Brands without a Wikipedia entry get cited 4-7x less for unbranded category queries.
  • missing
    Wikidata
    Wikidata feeds entity recognition. A missing Wikidata entry leaves LLMs to guess the brand's category and relationships.
  • missing
    TrustRadius
    Enterprise B2B buyers research here. Feeds comparison-style LLM responses on category queries.
Section 3 of 4

Top 3 structural reasons LLMs aren't picking you up

Drawn from the 5-dimension framework — Authority, Data Structure, Brand Alignment, Freshness, Cross-Link Signals. The full audit scores all five with evidence. Here are the three biggest deltas we already spotted on Stampli.

Data Structure

No FAQ schema on top product pages

Answer engines extract from FAQ schema 4x more often than from prose. Most B2B sites at this stage don't carry it.

Where: Confirmed via structured-data spot-check during the full audit.

Authority

Author bylines are missing or generic

Citation algorithms weight authored content with credentialed bylines higher than uncredited blog posts.

Where: Blog typically defaults to a generic team byline; full audit identifies specific posts.

Brand Alignment

Entity definition is implicit

LLMs need a clean entity-attribute graph (name, category, ICP, differentiator) to cite consistently. Most homepages describe features, not the entity itself.

Where: Confirmed via homepage + about-page review during the full audit.

Section 4 of 4

What the full 2-week audit adds beyond this page

Coverage

50-100 queries vs 5

Covers evaluative, comparative, and brand-specific intent across your category. The 5 here are a sample.

Competitive

Citation gap analysis

Which specific competitors win each slot, what they're doing differently, and which gaps are most fixable.

Roadmap

90-day execution plan

Specific deliverables, owner profile, projected citation lift. The plan is the proposal — no separate scoping cycle.

What you do not get

No 50-page generic SEO deck. No backlink crawl. No paid analysis. No "marketing strategy" PDF. Just the AEO + content layer, scored, with a build plan.

Request the full audit

Free. Two weeks. Fixed scope.

Three quick questions so we can confirm fit and send the intake the same business day.

We respond same business day. If we're not the right fit, we'll say so.