Aspect: AI interview assistant that records, transcribes, and summarizes recruiting interviews, then autofills ATS scorecards. Simmie: AI sales roleplay platform where reps practice realistic buyer conversations and get automated scoring and coaching. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aspect when capturing and summarizing candidate interviews automatically matters most, and Simmie when drilling pricing and other objection-handling responses against an ai buyer matters most. Run both through a week of actual calls to see which suits your workflow.
AI interview assistant that records, transcribes, and summarizes recruiting interviews, then autofills ATS scorecards.
AI sales roleplay platform where reps practice realistic buyer conversations and get automated scoring and coaching.
Aspect is an AI interview assistant built for recruiters and hiring teams that joins interviews on Zoom, Google Meet, and Microsoft Teams to record, transcribe, highlight, and summarize candidate conversations. Instead of taking manual notes, interviewers can stay focused on the conversation while Aspect captures everything said and generates structured AI interview notes and summaries afterward. A central feature is its scorecard autofill, which uses the captured interview data to populate candidate evaluation forms with a single click and syncs notes and summaries back into the applicant tracking system. Aspect integrates with common ATS platforms such as Greenhouse, Lever, and Teamtailor so interview records flow directly into existing hiring workflows. The platform also provides interview analytics and AI coaching feedback intended to help interview teams improve consistency and reduce subjective bias over time. By standardizing how interviews are documented and evaluated, Aspect aims to make hiring decisions faster and more data-driven. It offers a free tier for a limited number of interviews alongside paid plans for teams. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Simmie is an AI roleplay platform built for sales teams that want to scale conversation practice and coaching without relying on manager availability. Reps engage in simulated conversations with realistic AI personas that push back, raise objections, and adapt to what the rep says, allowing practice of cold calls, discovery, objection handling, demos, and other call types on demand. Every conversation is graded against a configurable rubric so teams apply one consistent bar for readiness, and an AI coaching layer delivers post-call analysis and targeted feedback or drill assignments. A builder tool converts existing scripts, playbooks, and call recordings into practice scenarios automatically, reducing the manual setup that traditionally limits roleplay programs. Simmie can be accessed through the web as well as through ChatGPT, Claude, Slack, and Microsoft Teams via MCP integrations, and it offers manager dashboards for visibility into rep readiness and skill gaps. The platform is SOC 2 Type II certified, includes regulatory-adherence detection features, and operates on a credit-based model where one credit equals roughly one minute of simulation. It is offered across individual, team, and enterprise infrastructure tiers and is actively operating in 2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aspect is a free tier with paid upgrades (freemium); Simmie is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aspect | Simmie |
|---|---|---|
| Core capability | Records, transcribes, highlights, and summarizes interviews across Zoom, Google Meet, and Microsoft Teams | AI roleplay with realistic personas that push back and adapt |
| Standout feature | AI-generated interview notes and candidate summaries | Automated scoring of every conversation against a configurable rubric |
| Team usage | One-click scorecard autofill from captured interview data | AI coaching layer with post-call feedback and drill assignments |
| Integrations | ATS integrations including Greenhouse, Lever, and Teamtailor | Scenario builder that converts scripts, playbooks, and recordings into practice |
| Languages & capture | Interview analytics and team performance visibility | Access via web, ChatGPT, Claude, Slack, and Microsoft Teams (MCP) |
| Best-fit workflow | AI coaching feedback for interviewers | Manager dashboards for rep readiness and skill gaps |
Aspect
Choose Aspect if you need capturing and summarizing candidate interviews automatically — strengths include reduces manual note-taking so interviewers can focus on candidates.
Simmie
Choose Simmie if you need onboarding new sales reps with repeatable practice scenarios before live calls — strengths include lets reps practice objection handling and discovery on demand without a manager.
Aspect
Simmie
It depends on your workflow. Aspect is strong for capturing and summarizing candidate interviews automatically, while Simmie is strong for onboarding new sales reps with repeatable practice scenarios before live calls. Both transcribe and summarize meetings.
Aspect is a free tier with paid upgrades and Simmie is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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