AlphaSense
A market research tool that searches company filings, broker research, and expert call transcripts fast, used by investment and strategy teams.
A news reading tool for teams tracking many sources, with a built-in AI called Leo that follows companies and trends.
Feedly is a news reading tool for teams that track a lot of sources. Staff use it to follow blogs, news sites, and newsletters in one organized feed instead of many tabs, save articles to shared boards, add notes, and search across everything they follow. Feedly's AI layer, called Leo, uses trained models to track named topics, companies, and trends automatically. A related product, Feedly for Threat Intelligence, applies the same AI to security feeds so an analyst can track vulnerabilities and threat actors. Feedly says its AI can cut research time by about 70 percent, a figure from the vendor, not an outside study. Paid plans unlock Leo AI and remove the limit on how many sources you can follow.
This fits a comms, market intelligence, or security team that needs to watch a lot of sources without missing key updates. A good starting point for an individual is Pro+, priced around 8 dollars a month billed yearly, the only consumer tier with Leo AI; a security team should look at Feedly for Threat Intelligence instead, which starts around 19,200 dollars a year for up to 10 users. Treat these as planning figures and confirm current pricing with Feedly. Two risks: alert overload if a team tracks too many broad topics at once, so start narrow and widen your topic list once the feed proves useful; and treating AI-tagged content as fully vetted, when it still needs a human to judge relevance and accuracy.
How one company factor at a time moves the modeled score. The published score is unchanged.
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $23K | $37.4K | $62K |
| Three-year total | $42.4K | $66.4K | $106.8K |
| First-year cost per unit | $1.2K | $1.9K | $3.1K |
| Average annual cost per unit (over three years) | $707 | $1.1K | $1.8K |
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $1.5K | $2K | $2.7K |
| Implementation | $6K | $10K | $17K |
| Integration | $4.4K | $8K | $14.4K |
| Staff time and change management | $3.9K | $5.5K | $7.7K |
| Security | $2.8K | $4K | $6K |
| Administration | $2.3K | $3K | $4.1K |
| Support | $1.1K | $1.5K | $2K |
Estimate assumptions: This scenario uses a category-based allowance, not a verified price for this product. Based on 20 enabled users. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Define what success looks like for a test of Feedly AI and assign someone to lead it.
Once the requirements above are met, compare a small trial with how your team works today.
Track adoption, output quality, business results, and actual costs against the estimate.
Use the results to decide whether to stop, adjust, or expand the pilot.
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
A market research tool that searches company filings, broker research, and expert call transcripts fast, used by investment and strategy teams.
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Research observations recorded: 1. Evidence quality: Some support.
Recorded score and category rank across research updates.
Answer a few questions about your company and compare this tool with others. The research score above stays the same.
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