# Outset.ai vs RFPG

Outset.ai records 518,287 monthly visits with +18.4% month-over-month growth and Contact for Pricing pricing. RFPG records 0 monthly visits with — growth and Freemium pricing.

| Metric | [Outset.ai](https://openaitools.app/tool/outset-ai) | [RFPG](https://openaitools.app/tool/rfpg) |
| :--- | :--- | :--- |
| Website URL | https://www.outset.ai | https://rfpg.ai/founding |
| Categories | AI Research Tool, Large Language Models (LLMs), AI Interview Assistant, AI Chatbot | AI Real Estate |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 518,287 | 0 |
| MoM Growth Rate | +18.4% | — |
| Primary Market | United States | Global |
| Direct Visits | 138,986 | 0 |
| Review Score | 4.5 | 4.2 |
| Saved Count | 3 | 0 |
| Supported Platforms | Website | Website |

## Outset.ai

Outset is an AI-moderated research platform built for enterprise research, UX and insights teams. The premise is that traditional qualitative work — recruiting, scheduling, moderating, coding, reporting — cannot keep pace with how quickly product and marketing decisions need customer input. Outset's AI moderator runs hundreds of interviews simultaneously, in any language, by video, voice or text, and probes dynamically based on what participants say and show rather than following a rigid script.

The workflow covers the full research lifecycle. AI helps draft the interview guide from your research goals, with qualitative and quantitative questions, probing guidelines and intelligent skip logic. Participants can be recruited through Outset across 85+ countries or brought in via a shareable link from your own list. The AI moderator is customisable to reflect your research style, and multimodal analysis lets it respond to audio and visual cues, aiming to close the say-do gap between what people claim and what they do.

Analysis and sharing are equally automated: instant synthesis produces summaries, themes, powerful quotes and customisable highlight reels grounded in your objectives, and results can be turned into top-line reports, AI-generated decks and PowerPoint exports for stakeholders. A newer "Digital Twins" capability offers bespoke simulated audiences grounded in real 1:1 humans, with transparent confidence scores and traceability back to sources, for always-on insight into hard-to-reach customers. An MCP integration lets teams launch studies, analyse results or chat with Digital Twins from other tools. Outset reports 500K+ interview hours conducted, 10K+ studies run and 1.1B+ possible participants.

**Pricing & Plans:** Contact for Pricing

- **AI-moderated interviews at scale:** Run hundreds of concurrent interviews in any language by video, voice or text, with a moderator that probes dynamically based on audio and visual cues.
- **Automated guide building:** Generate an interview guide from your research goals, mixing qualitative and quantitative questions with advanced probing and intelligent skip logic.
- **Global participant recruitment:** Recruit from a pool spanning 85+ countries without timezone or language friction, or share an interview link with your own list.
- **Digital Twins:** Access bespoke simulated audiences grounded in real humans, for always-on long-form interviews or chat, with confidence scores and source traceability.
- **Instant synthesis and shareout:** Get summaries, themes, quotes and highlight reels automatically, then turn them into reports and decks for stakeholders.
- **MCP integration:** Launch studies, analyse results or chat with Digital Twins from wherever your team already works.

**Strengths:** Dramatically compresses qualitative research timelines; Removes scheduling friction with concurrent, always-available interviews; Multimodal probing targets the say-do gap rather than relying on recall; Recruitment across 85+ countries reduces geographic limits

**Limitations:** Enterprise-oriented pricing is not published publicly; AI-moderated interviews may not suit every sensitive or high-stakes study; Digital Twins are a newer capability with evolving methodology; Value depends on having clear research objectives to configure

[Profile (Markdown)](https://openaitools.app/tool/outset-ai.md)

## RFPG

RFPG lets investors, developers and tradespeople appraise a property by walking around it with a phone. Rather than a rough guess, the app produces an itemised refurbishment estimate broken down by room and trade, along with a materials list and schedule of works, and packages it all into a PDF deal pack.

The deal pack covers over 40 data points, including value estimates and sold-price comparables from HM Land Registry (England and Wales), the deal maths and a maximum offer figure, area average rent from ONS with gross yield, planning and flood checks, HMO and short-let routes, energy and safety items, and local crime, house-price and earnings data.

RFPG runs on any phone, with the most accurate scans coming from iPhone 12 Pro or later Pro models that have a LiDAR sensor and Android phones supporting ARCore Depth. Coverage varies by data source: refurbishment cost estimates span England, Wales, Scotland and Northern Ireland, while value estimates, Land Registry comparables and the EPC check cover England and Wales only. It also supports a social profile and an affiliate programme, and is built by a property developer turned software developer.

**Pricing & Plans:** RFPG uses a free app with paid reports. Your first scan is free, a single full report costs £29 (or 5 reports for £99), and subscription plans include Bronze (about £490/year, 3 reports a month), Silver (about £990/year, 10 reports a month) and Gold (about £2,490/year, 30 reports a month plus onboarding). Trades plans are priced per priced job — Trades Starter £390/year, Trades Standard £490/year and Trades Pro £790/year — and credit packs are available. A founding-member promotion running to 30 November 2026 takes 50% off year one of a yearly plan and 20% off renewals for life. Prices are shown in GBP and the company states it is not VAT registered.

- **Phone-based property scan:** Walk around a property with any phone (iPhone 12 Pro or later Pro for LiDAR-based depth accuracy) to capture the scan.
- **Itemised refurb cost estimate:** Get refurbishment costs broken down by room and trade, with a materials list and schedule of works.
- **Costed PDF deal pack:** Receive a PDF with over 40 data points including deal maths, your maximum offer, and value estimates.
- **Land Registry & ONS data:** Sold-price comparables from HM Land Registry and area average rent from ONS with gross yield calculations.
- **Planning, flood & area checks:** Planning and flood checks plus local crime, house-price and earnings data for the surrounding area.

**Strengths:** Turns an on-site walkthrough into an itemised costed deal pack; Pulls comparables and rent data from HM Land Registry and ONS; Works on any phone, with LiDAR-based accuracy on newer iPhones; Free first scan plus a single-report option if you do not want a plan

**Limitations:** Value estimates, Land Registry comparables and EPC checks only cover England and Wales; Outputs are estimates, not a RICS valuation or survey; Unused reports in a plan do not carry over between months

[Profile (Markdown)](https://openaitools.app/tool/rfpg.md)

## Frequently Asked Questions

### How do Outset.ai and RFPG compare in monthly traffic?

Outset.ai has 518,287 monthly visits, while RFPG has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Outset.ai has a month-over-month growth rate of +18.4%; RFPG has —.

### How does pricing compare?

Outset.ai: Contact for Pricing. Contact for Pricing RFPG: Freemium. RFPG uses a free app with paid reports. Your first scan is free, a single full report costs £29 (or 5 reports for £99), and subscription plans include Bronze (about £490/year, 3 reports a month), Silver (about £990/year, 10 reports a month) and Gold (about £2,490/year, 30 reports a month plus onboarding). Trades plans are priced per priced job — Trades Starter £390/year, Trades Standard £490/year and Trades Pro £790/year — and credit packs are available. A founding-member promotion running to 30 November 2026 takes 50% off year one of a yearly plan and 20% off renewals for life. Prices are shown in GBP and the company states it is not VAT registered.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Listen Labs](https://openaitools.app/tool/listen-labs) | 1,254,632 | +22.1% | Contact for Pricing | Automates qualitative customer interviews with AI moderation and synthesis, matching Outset's focus on user research. | [.md](https://openaitools.app/tool/listen-labs.md) |
| 2 | [DealMachine](https://openaitools.app/tool/dealmachine-com) | 410,500 | +63.1% | Free Trial, Paid | AI property data, skip tracing and direct mail for real estate investors | [.md](https://openaitools.app/tool/dealmachine-com.md) |
| 3 | [Voxpopme](https://openaitools.app/tool/voxpopme-com) | 301,522 | +38.5% | Contact for Pricing | Captures video surveys and qualitative interviews at enterprise scale, but focuses more heavily on video feedback. | [.md](https://openaitools.app/tool/voxpopme-com.md) |
| 4 | [XLeads](https://openaitools.app/tool/xleads-com) | 277,102 | +78.1% | Paid | All-in-one real estate wholesaling platform with free skip tracing and AI deal automation | [.md](https://openaitools.app/tool/xleads-com.md) |
| 5 | [Dovetail](https://openaitools.app/tool/dovetail) | 238,937 | -5.1% | Contact for Pricing | AI-native customer intelligence platform that turns every customer conversation into context | [.md](https://openaitools.app/tool/dovetail.md) |
| 6 | [Fotello AI](https://openaitools.app/tool/fotello-ai) | 159,755 | +18.3% | Freemium | The AI-powered real estate media workflow — book, edit, deliver, and get paid | [.md](https://openaitools.app/tool/fotello-ai.md) |
| 7 | [Kreo Software](https://openaitools.app/tool/kreo-software) | 120,743 | +23.6% | Free Trial, Paid, Contact for Pricing | AI takeoff and estimating software built around real construction drawings | [.md](https://openaitools.app/tool/kreo-software.md) |
| 8 | [UserCue](https://openaitools.app/tool/usercue) | 108,096 | +277.4% | Contact for Pricing | Expert-led, AI-native primary research for private equity, healthcare and life sciences — consulting-grade studies delivered in about two weeks. | [.md](https://openaitools.app/tool/usercue.md) |
| 9 | [Archistar](https://openaitools.app/tool/archistar-ai) | 76,747 | +1.9% | Freemium, Paid | AI plan review and permitting software for cities and design teams | [.md](https://openaitools.app/tool/archistar-ai.md) |
| 10 | [Koji](https://openaitools.app/tool/koji-ai-native-research-platform) | 61,640 | +13.9% | Paid, Contact for Pricing | Conducts qualitative customer interviews via voice or chat, but lacks some of Outset's advanced simulated audience testing. | [.md](https://openaitools.app/tool/koji-ai-native-research-platform.md) |

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Source: https://openaitools.app/compare/outset-ai-vs-rfpg

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