Whippet Digital
AI Effectiveness Snapshot · 29 Oct 2026
AI Effectiveness Snapshot

FileInvite leads when buyers ask for a tool. It's missing from half the answers when they describe the problem.

We asked ChatGPT, Claude, Perplexity, Gemini, Copilot and Google AI Mode three questions a US commercial lender might ask, three times each. FileInvite ranks first for the category question on four of six platforms, but is missing or mentioned only in passing in five of six answers to the problem question. Your website and review profiles also currently show three different pricing models.

fileinvite.com · Document collection for commercial and complex lending
6/6
Category visibility
Mentioned on 6 of 6 platforms and ranked first on 4.
3/6
Problem visibility
Absent from 3 of 6 answers to "how can an SBA lender stop chasing borrowers for documents".
5/6
Brand accuracy
Described accurately on 5 of 6 platforms. Every platform quoted the current US$9,900 annual pricing.
Book a walkthroughWe'll walk you through the answers behind these scores.
What we found

Five things to know

  • The lending pivot is landing. ChatGPT, Claude, Perplexity and Gemini ranked FileInvite first in all 12 of their answers for commercial lenders. Google AI Mode named it in 2 of 3.

  • Problem-led answers go elsewhere. Asked how an SBA lender can stop chasing documents, ChatGPT answered from sba.gov alone and Perplexity drew on PacketComplete, Clustdoc and the Coleman Report. Google AI Mode led with Lendflow. Only Claude consistently put FileInvite first.

  • Third parties write the category story. Claude and Perplexity ranked FileInvite first for the category question without citing fileinvite.com once. They relied on directories, listicles and vendor blogs instead.

  • Pricing is inconsistent at the source. fileinvite.com quotes US$9,900 a year, the compare page on fileinvite.com still offers a $29 a month plan, and review sites list $829 a month and a free plan. AI answers were correct on pricing in this test, but the older figures remain live for any model that reads them.

  • Copilot only finds FileInvite when it searches. Copilot named FileInvite once in three category answers, ranked first, when it cited fileinvite.com. In the two answers with no cited sources, it recommended nCino, Abrigo, Blend and others instead.

Visibility by platform

Three prompts, six AI platforms

3 runs per prompt per platform. Rank is FileInvite's position among named tools.

PromptChatGPTClaudePerplexityGeminiCopilotAI Mode
1. Category discoveryWhat's the best document collection software for commercial lenders? 1st (3/3)Top pick for commercial lenders 1st (3/3)First, as the borrower portal option 1st (3/3)Top pick, sources are third parties 1st (3/3)Top dedicated collection tool Seen (1/3)First only when it searched the web Top 2 (2/3)Named in 2 of 3, once first
2. Problem / use caseHow can an SBA lender stop chasing borrowers for loan documents? AbsentAnswered from sba.gov only 1st (3/3)Listed first among collection tools AbsentNo vendors named 8th of 11 (3/3)Mentioned in passing, around 8th AbsentNo vendors named 4th of 5 (3/3)Named briefly as a portal option
3. Brand accuracyIs FileInvite a good fit for commercial lending, and how much does it cost? Accurate (3/3)Strong fit, correct $9,900 Standard Accurate (3/3)Correct, mentions older tiers Accurate (3/3)Good fit, correct $9,900 plan Inaccurate (2/3)Says reminders go by SMS and email Accurate (3/3)Correct, cites fileinvite.com Accurate (3/3)Correct annual pricing
Strong recommended or correct Weak mentioned with outdated framing Wrong inaccurate Absent not mentioned

AI Mode used keyword versions of each prompt. Copilot has no public API, so it was run by hand in a browser, three times per prompt.

Seeing a different answer when you try these yourself? AI answers change with location, account history and from one run to the next. We ran each prompt three times with no search history, set to the United States where the platform allows, so these results show the typical answer a new buyer sees. Your own searches are shaped by your history with your brand; your buyers' are not. We're happy to rerun any prompt live with you.
Competitor share

Who AI recommends alongside FileInvite

Number of platforms (of 6) that named each vendor in an unbranded answer.

FileInvite
6/6
nCino
6/6
Named as the full lending platform alternative on every platform.
Ocrolus
4/6
Positioned for document extraction and verification.
Finastra LaserPro
4/6
Named for loan documentation in banks.
Abrigo
4/6
Named as a lending platform with document tools.
Clustdoc
3/6
Named for category and SBA answers, with its pages cited.
Lendflow
2/6
Google AI Mode leads its SBA answers with Lendflow.
Likely gaps

What is holding visibility back

Based on public signals. Search Console and analytics access would confirm these.

Few answers for problem-led questions

High impact

Lenders who describe the SBA document problem get answers built from sba.gov, PacketComplete, Clustdoc, Lendflow and industry blogs. FileInvite likely has too few current, answer-shaped pages on SBA 7(a), 504, CRE or annual review collection for AI to cite.

Old pricing still live on owned and review pages

Medium impact

The live pricing page quotes US$9,900 a year with no free plan. The compare page still offers a $29 Lite plan and a 14-day trial, and Capterra and GetApp list $829 to $2,499 a month and a free plan. AI answers were correct on pricing in this test, but in one browser check on 28 October Google AI Mode repeated the $829 figure.

Comparison page benchmarks the wrong rivals

Medium impact

The compare page sets FileInvite against DocuSign, email, Google Drive and Dropbox. AI compares it with nCino, Aloan, Clustdoc and PacketComplete, so third parties and competitors fill that gap.

Review profiles describe the old product

Medium impact

G2 has 11 reviews at 4.2 and lists CRM tools (Zoho CRM, Accelo, SuiteDash) as alternatives. Capterra has 99 reviews at 4.7. Directory categories range from Digital Signature and File Sharing to Admissions and Mortgage, which blurs what AI thinks FileInvite is.

Proof points do not match

Medium impact

The product page claims 30M+ files collected and 500+ complex lenders. The compare page claims 20M financial documents and "thousands of happy customers". Conflicting numbers reduce how confidently AI repeats either one.

Brand searches are being contested

Watch

A RequestLoops ad titled "FileInvite Alternative" appeared on Google for "FileInvite pricing" in our 28 October browser check.

Technical access is open

No issue

robots.txt does not block AI crawlers, and the key pages are indexed and fetchable. There is no llms.txt file, which is optional and low priority.

Recommendations

Where to start

Quick win

Remove the old pricing before AI repeats it

Your compare page still offers a $29 a month Lite plan and a 14-day trial, and Capterra and GetApp still list $829 a month plans and a free plan. AI quoted the current US$9,900 price in this test, but these pages are what any model can fall back on, and in one browser check Google AI Mode repeated the $829 figure. Remove the legacy pricing FAQ from the compare page, then ask Capterra, GetApp, Software Advice and G2 to update the listing to the current Standard plan.

Then, the bigger shifts

  • Win the problem-led questions. Become a cited answer when lenders describe the SBA and CRE document problem, not only when they search for a tool.

  • Own the comparison conversation. Shape how AI compares FileInvite with the vendors lenders actually shortlist.

  • Make third-party sources tell the lending story. Bring reviews, directories and independent coverage in line with the lending positioning.

The full plan sets out every action in priority order, with owners and timings.

Method
  • Tested 29 October 2026. Each prompt was run 3 times per platform.
  • Answers were collected through each platform's API, set to the United States where the platform allows (ChatGPT, Claude and Google AI Mode), without account history or personalisation.
  • Copilot was run three times per prompt in a signed-in browser session from New Zealand.
  • AI answers vary between runs. Treat these results as a directional snapshot. Ongoing tracking uses repeated runs to measure mention rates.
  • Gaps are inferred from public pages, review sites and AI citations, not from FileInvite's internal data.
Whippet client results

What closing these gaps has delivered

$150K+
pipeline from six AI-optimised pages
AI Visibility and Retrievability project, B2B SaaS
3
sales-qualified leads from the same six pages
AI Visibility and Retrievability project, B2B SaaS
1,033%
organic growth
SEO programme, Immago
Next step

Retrieved. Cited. Recommended.

We can walk through the full answers, the sources AI is trusting, and the plan to close the problem-led gap.

Book a walkthrough
Mike Morgan · mike@whippet.co.nz · +64 21 303 118
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