Reviews watch: what G2 and Capterra said in April
The anniversary reading. A year of incumbent review sentiment, with a cut on what changed in April 2026.
We’ve been watching the G2 and Capterra review feeds for incumbent proposal-management platforms since May 2025. This is the one-year read, plus what stood out in April 2026 specifically.
The one-year curve, in four lines
- Loopio. Sentiment roughly steady on core workflow praise, steady-to-declining on “Magic” AI. The Capterra thread and its review-summary mirrors both describe the same pattern: the tool is fine as a repository; the AI suggestions are unreliable when the content library isn’t actively maintained.
- Responsive (formerly RFPIO). The most consistent criticism over the year has been search quality. The G2 feed still surfaces “the search is terrible” sentiments — a visible cluster of reviewers using that phrase or close variants in the recent window. A UI overhaul shipped in late 2025 got reviews describing it as “LESS intuitive.” The sentiment has not recovered.
- Upland Qvidian. The G2 feed continues to describe Qvidian as dated. UI modernization is the single most-asked-for change. AI performance is called out as inadequate relative to category expectations, though reviewers are measured — Qvidian isn’t promising magic and reviewers aren’t expecting it.
- QorusDocs. The Capterra feed continues to surface speed complaints — file previews slow, cart slow, dashboard capped at 10 pursuits so teams lose the portfolio view. No meaningful shift from our September 2025 sweep.
What stood out in April 2026
Three patterns.
“Expensive document repository” is becoming the category phrase. Reviewers of multiple platforms — Loopio and Responsive especially — are converging on some variant of “it’s an overpriced document repository.” The phrase was a one-off in our April 2025 reading. It now recurs across Loopio, Responsive, and Qvidian feeds in our recent reading as a shared complaint shape. The category phrase is becoming shared vocabulary for the same concern.
AI-suggestion features are being downgraded in reviewer weighting. A year ago, AI features dominated reviewer critique — every other review mentioned hallucination or irrelevance. This April, AI features are still critiqued but the tone has shifted from outrage to resigned disappointment. “The AI suggestion is usually wrong, so I just don’t use it” is a direct quote from a recent Responsive review. Reviewers have adjusted their workflow around the feature being unreliable; they no longer expect it to improve.
Onboarding time is a rising theme. Multiple reviewers this month specifically called out that onboarding new team members to these platforms takes weeks. Qvidian and Responsive reviewers both mentioned six-week ramp times. A year ago this was not a common theme. It suggests the category’s complexity surface has grown faster than the documentation and training resources to handle it.
What reviewers are asking for
Reading across the four platforms’ recent reviews, the three most-requested improvements:
- Better search. Semantic search that returns the actually-relevant answer, not a long list of loosely-related ones.
- Simpler UI. Fewer steps to perform common actions. Reviewers of all four platforms describe workflows that used to take three clicks and now take six.
- Trustworthy AI suggestions — with the realistic expectation that “trustworthy” means citations the reviewer can verify, not prose that sounds right.
Our read: these are the exact three problems the grounded-retrieval thesis targets. The category is asking for a product that most of the incumbents aren’t shipping.
What we’re not reading into this
We’re not claiming these reviews predict where the market goes. Reviewers are self-selecting, skew toward the frustrated, and don’t represent the full customer base of any of these vendors. The signal is directional: the complaints are consistent, the category vocabulary is converging, and the improvement asks are clear. The conclusion is limited to what the signal supports.
Where to read next
The Wave 2 State of Proposal Tools 2026 post from earlier this month has the full vendor matrix. That’s the anniversary research drop; this post is the April-specific reading on top of it.
Methodology
Reviews sampled on 2026-04-25 from the G2 and Capterra product pages linked above. We are not publishing individual review IDs; the sweep is directional, not a statistical sample. Recurring-phrase observations reflect shared vocabulary we see across multiple reviewers, not counts drawn from an auditable extraction.