# What Claude (Anthropic) with web search answered for tutoring platforms (schools) on 2026-10-19

## In short

On 2026-10-19, Claude (Anthropic) with web search was asked "best tutoring platforms for schools". It named 12 brands; the first six, in order, were FEV Tutor, Varsity Tutors, Ignite Reading, Saga Education, Air Tutors and K-12.

| Fact | Value |
| --- | --- |
| Question | best tutoring platforms for schools |
| Asked on | 2026-10-19 |
| Engine | Claude (Anthropic) with web search |
| Model | claude-opus-5 |
| Brands named | 12 |
| Sources cited | 15 |
| Audience | schools |
| Coverage | Coverage: Claude (Anthropic) with web search. Other engines not included. |
| Last verified | 2026-10-19 |

Page: https://bikoosh.com/answers/s/tutoring-platforms-schools-2026-10-19
Coverage: Claude (Anthropic) with web search. Other engines not included.

## The answer, as recorded

Asked on 2026-10-19 through Claude (Anthropic) with web search (model claude-opus-5).

> Heads up before the list: the two names a district would have heard most in 2021-24 are both gone. **FEV Tutor** collapsed mid-year in January 2025, and **Varsity Tutors for Schools** (Nerdy's district arm) shut down on August 7, 2026, days before the school year started - in both cases districts were left scrambling. So vendor durability and published evidence matter more than feature lists right now.
> 
> Here's who I'd actually name, roughly in order:
> 
> **1. Ignite Reading** - K-3 foundational reading, 1:1, 15 minutes every day with the same tutor. The strongest evidence of anyone on this list: a Johns Hopkins evaluation published January 2026 found real gains, with 85% of students who exited at benchmark still at benchmark a year later. If your problem is early literacy, start here.
> 
> **2. Saga Education** - math, grades 6-12, embedded in the school day (not after school), 1:2 or 1:3 with a consistent tutor. Nonprofit, and the research base is the best in math tutoring - students gaining up to ~1.5-2.5 extra years of math learning in the strongest studies. Higher cost and heavier to implement because it's a staffing model, not a login.
> 
> **3. Air Tutors (and AirReading)** - virtual, K

## Brands named, in the order the engine gave

| Position | Brand | How it was named |
|---|---|---|
| 1 | FEV Tutor | mentioned |
| 2 | Varsity Tutors | mentioned |
| 3 | Ignite Reading | mentioned |
| 4 | Saga Education | mentioned |
| 5 | Air Tutors | mentioned |
| 6 | K-12 | mentioned |
| 7 | Littera Education | mentioned |
| 8 | Tutor.com | mentioned |
| 9 | Cignition | mentioned |
| 10 | HeyTutor / Tutor Me Education | mentioned |
| 11 | Brainfuse | mentioned |
| 12 | National Student Support Accelerator | mentioned |

## Sources the engine cited

- https://www.the74million.org/article/major-virtual-tutoring-provider-shuts-down-experts-cite-lack-of-evidence/ (other)
- https://govspend.com/blog/varsity-tutors-for-schools-shuts-down-where-online-tutoring-demand-goes-next/ (other)
- https://marketbrief.edweek.org/education-market/varsity-tutors-for-schools-exit-hints-at-shift-in-tutoring-market/2026/08 (other)
- https://govspend.com/blog/fev-tutor-shuts-down-how-online-tutoring-companies-can-fill-the-gap/ (other)
- https://www.prnewswire.com/news-releases/ignite-reading-wraps-up-monumental-school-year-1-4-million-tutoring-sessions-delivered-as-johns-hopkins-university-study-validates-lasting-impact-302824237.html (other)
- https://ignite-reading.com/our-reading-tutoring-impact/ (other)
- https://nssa.stanford.edu/sample-tutoring-programs/saga-education (reference)
- https://www.the74million.org/article/exclusive-new-research-strengthens-case-for-virtual-tutoring/ (other)
- https://saga.org/saga-education-and-littera-education-partner-to-boost-student-achievement-in-mathematics/ (other)
- https://nssa.stanford.edu/news/cignition-chosen-ohio-department-education-provide-k-12-schools-access-high-dosage-tutoring (reference)
- https://portal.ct.gov/-/media/sde/high-dosage-tutoring/additional/heytutor_high_dosage_tutoring_2023.pdf (reference)
- https://home.brainfuse.com/2025/01/31/school-districts-face-growing-tutoring-shortages-as-major-provider-closes-funding-ends/ (vendor)
- https://doe.louisiana.gov/docs/default-source/teaching/accelerate-high-dosage-tutoring-vendor-guide.pdf?sfvrsn=78336e18_6 (reference)
- https://www.oregon.gov/ode/EarlyLiteracySuccessInitiative/Documents/ODE_Approved_Provider_List_High-Dosage_Tutoring.pdf (reference)
- https://betakit.com/with-school-districts-striving-to-achieve-more-with-less-layoffs-come-to-paper (other)

The question page: https://bikoosh.com/answers/q/tutoring-platforms/schools

Alerts and membership: Answer Watch Pro, 79 USD per month: https://bikoosh.com/answers. Bikoosh is monitoring assistance, not complete protection.

Answer Watch records what one AI answer engine said on one date, nothing more. Each page names the engine and the model, carries the date the question was asked, and lists the brands that appeared in the answer in the order the engine gave them, with the sources it cited. It is a measurement, not a ranking, not a recommendation and not a claim about the world. Brands that did not appear in an answer are not named on any public page. Coverage: Claude (Anthropic) with web search. Other engines not included.