DeepSynthesis / Lattice research network · AI Recommendation Intelligence

AI Visibility Report: ConvertKit

What the AI assistants actually recommend, measured across 8 engines and 16 B2B categories. Snapshot 2026-06-19. This measures engine output on a dated capture, not product quality, and the rankings are not for sale.

The AIs list ConvertKit in 2 of 16 measured categories (best rank #7 in Email marketing) and never surface it in the other 14.contested field

5
AI Visibility Score
Position-weighted, 0 to 100, across all engines and categories.
2 / 16
Categories present
Where at least one engine names it.
0
Categories it leads
Where at least one engine ranks it #1.
14
Categories invisible
Where no measured engine surfaced it.
The variance is the headline, not a footnote.

Because ConvertKit is not the top pick of any engine in a measured category yet, it has no consensus of its own to defend. That is the opening: the tools ranked above it are not stable picks either. In this dataset, across all 16 categories, no tool is the unanimous pick of all 8 engines. The disagreement is not noise to average away; it is the real state of your AI visibility, and it is what every single-number tracker quietly hides.

Where the AIs rank a competitor above ConvertKit

These are categories ConvertKit genuinely competes in, where the engines list it but put someone else first. This is the gap a buyer asking an AI sees before they ever reach your site.

CategoryYour rankRanked ahead of you
Email marketing#7Mailchimp, HubSpot, Klaviyo
Marketing automation#8HubSpot, ActiveCampaign, Marketo

Categories where ConvertKit is invisible to the AIs

AI chatbotsAI copywritingCRMCustomer supportGEO / AI visibilityLanding page buildersLead generationProduct analyticsProject managementSales engagementSchedulingSEO toolsSocial media managementSurvey / forms

In these 14 categories, no measured engine surfaced ConvertKit at all. Some may be outside your market; the ones inside it are pure lost recommendation share.

The number the trackers hide

Across all 16 categories, no single tool is the #1 pick of every engine. The "AI visibility" number a single-engine tracker shows ConvertKit is one engine’s view on one date; this report shows all 8.

This snapshot is free. The tracker is the moving picture.

This report is one dated capture, given to you at no cost. AI recommendations move every run and every week. The AI Visibility Tracker keeps score for you:

Join the Tracker waitlist (from $99/mo) See it live and interactive

How this was measured

Each of 8 AI engines (Llama 3.3 70B via Groq, Cohere Command-A, Gemini 2.5 Flash-Lite, Perplexity, ChatGPT, Llama 4 Scout, GPT-OSS 120B, Qwen 3.6) answered the same buyer questions across 16 B2B and go-to-market software categories. Every recommendation is a recorded model output, canonicalized and scored by position-weighted frequency. Capture window 2026-06-19 to 2026-07-08.

The full dataset is published open under CC-BY-4.0 with DOI 10.5281/zenodo.20767878. This report states what the engines returned on the capture date. It does not judge product quality, and no vendor can buy a better number; the rankings are unpurchasable by design.