Perplexity is your strongest engine and Copilot your weakest. Open an engine to read the individual answers it produced and see exactly where your brand was named or skipped.
Primary engines, April – November 2026. Claude and Copilot are sampled at lower frequency.
Open any engine for its answers, sources and prompt-level detail.
Leans on a small set of high-authority roundups and review sites. Rarely cites vendor documentation unless the prompt names the product.
Inspect ChatGPT answers →Mirrors Google's web index closely, so pages that rank organically tend to get cited. Strong preference for pages with FAQ and Product schema.
Inspect Gemini answers →Cites 5–8 sources per answer and links them inline, so it is the fastest engine to reflect new comparison and documentation pages.
Inspect Perplexity answers →Answers conservatively and hedges on vendor choice unless the category has well-structured, neutral comparison material.
Inspect Claude answers →Heavily weights Bing results and Microsoft-ecosystem content. Dynamics 365 integration pages are the main entry point for this engine.
Inspect Copilot answers →Share of tracked prompts naming Harborflow
Share of answers citing harborflow.io as a source
How often an engine actively recommends you, not just mentions you
Average rank when the engine returns a vendor list
Bars show distance from position 6, so a longer bar is a better rank. Perplexity lists you highest at 2.8.
Every sampled answer from the last run. Open a row to read the full answer and its citations.
| Engine | Prompt | Result | Position | Checked |
|---|---|---|---|---|
| Perplexity | Where can I book a demo of AP automation software for NetSuite? Harborflow's demo request page is ERP-aware and is the most direct route for NetSuite teams. | Mentioned | #1 | Nov 1, 5:06 PM |
| Gemini | Where can I book a demo of AP automation software for NetSuite? Payline Ops and Harborflow both have NetSuite-specific demo flows. | Mentioned | #2 | Nov 1, 5:04 PM |
| ChatGPT | Where can I book a demo of AP automation software for NetSuite? Harborflow, Payline Ops and Nexora Pay all offer demo booking for NetSuite environments. Harborflow's demo page lets you pick an ERP before booking. | Mentioned | #1 | Nov 1, 5:02 PM |
| Perplexity | AP automation pricing for a 500-employee company Payline Ops and Nexora Pay publish tiers in the $1,500–$2,000 range. Others, including Harborflow, require a quote. | Not mentioned | — | Nov 1, 4:44 PM |
| Gemini | AP automation pricing for a 500-employee company Published mid-market tiers run $1,500–$2,200/month. Quote-only vendors are excluded from this comparison. | Not mentioned | — | Nov 1, 4:42 PM |
| ChatGPT | AP automation pricing for a 500-employee company At that size, Payline Ops starts around $1,500/month and Nexora Pay around $1,900/month based on published tiers. Settlewise lists $399/month for lower volumes. | Not mentioned | — | Nov 1, 4:40 PM |
| Perplexity | How much does Harborflow cost? No public price list. Review-site figures suggest $1,100+/month at 2,000 invoices. Harborflow's site directs buyers to a demo request. | Mentioned | #1 | Nov 1, 4:24 PM |
| Gemini | How much does Harborflow cost? Pricing is quote-based. Reviewers report roughly $1,200–$3,000/month depending on volume. | Mentioned | #1 | Nov 1, 4:22 PM |
| ChatGPT | How much does Harborflow cost? Harborflow does not publish list pricing; plans are quoted based on invoice volume, entities and payment rails. User-reported figures on review sites range from $1,100 to $2,900 per month for mid-market deployments. | Mentioned | #1 | Nov 1, 4:20 PM |
| Perplexity | What ROI should we expect from AP automation in year one? Vendor calculators from Payline Ops and Settlewise are the only public models; independent benchmarks from Ardent Partners put payback at 9 months median. | Not mentioned | — | Nov 1, 4:06 PM |
| Gemini | What ROI should we expect from AP automation in year one? Expect 60–70% reduction in processing cost and payback inside a year at mid-market volumes. | Not mentioned | — | Nov 1, 4:04 PM |
| ChatGPT | What ROI should we expect from AP automation in year one? Published models suggest payback in 7–11 months for teams processing 2,000+ invoices a month. Payline Ops and Settlewise both offer public ROI calculators with stated assumptions. | Not mentioned | — | Nov 1, 4:02 PM |
| Perplexity | Is AP automation software SOC 2 compliant and how is payment data protected? Nexora Pay, Payline Ops and Settlewise publish compliance details. Harborflow's certifications are referenced in third-party reviews but not on its own site. | Not mentioned | — | Nov 1, 3:44 PM |
| Gemini | Is AP automation software SOC 2 compliant and how is payment data protected? Most established vendors hold SOC 2 Type II. Nexora Pay's security portal is the most detailed public documentation in this category. | Not mentioned | — | Nov 1, 3:42 PM |