Helmsway research

The seam no single incumbent closes.

Five dashboards. One decision.

Helmsway sits on the seam where no single incumbent combines competitor price + inventory + review + attribution into one auto-decision layer. The five tools below each own one lane competently — Prisync on competitor pricing, Prediko on AI inventory, Lyro on AI customer support, Kudosi on dropshipping reviews, Triple Whale on DTC attribution. None of them decides. Helmsway does — and bills per resolved outcome, not per stitched subscription.

The seam no single incumbent closes.

  1. Prisync

    Competitor pricing

    Lane 1

    Prisync is the incumbent Shopify merchants reach for when they want to know what every competitor is charging on a SKU, every day. It's dependable for the data, and it's the lane Helmsway mirrors — but Prisync stops at the alert. Helmsway then takes the map of competitor shelf prices and asks the next question: what does my price need to be inside the MAP floor and MAP ceiling?

    Strengths and limits

    • Tracks competitor SKU prices reliably — the data is solid.
    • Stops at the alert: no automated repricing inside MAP corridors.
    • No connection to inventory or ad-spend signals — it's a price board, not a decision system.
    • Helmsway integration: Prisync is the input channel for our price-signals lane.

  2. Prediko

    AI inventory

    Lane 2

    Prediko runs AI-driven forecasting and purchase-order drafting for Shopify merchants who can't afford a stock-out on their top SKUs. It stages POs for humans to approve, and it does that lane well. The missing leg is the link back to the price and ad signals — when a competitor undercuts a SKU, the PO forecast doesn't know. Helmsway treats Prediko as one of the forecasting inputs that the auto-decision layer weighs against MAP price moves and ROAS pauses.

    Strengths and limits

    • Forecast quality on top SKUs is strong — useful early-warning on stock-outs.
    • PO drafts need human sign-off; the autopilot doesn't write to the supplier.
    • Blind to competitor price moves — no SKU × price × lead-time joint model.
    • Helmsway integration: Prediko feeds our inventory lane with a unit-economics overlay.

  3. Lyro

    AI customer support

    Lane 3

    Lyro is Tidio's AI agent for Shopify support — handles routine FAQs, order status and product questions across chat. It's the lane's most adopted bot. The blind spot: the answers it gives don't see the price the customer saw, the ad that drove the click, or the inventory state of the SKU they're asking about. Helmsway considers support a final-mile channel — when a 1★ review escalates, Helmsway routes the response through approved brand voice and escalates to a human the moment a chargeback risk appears.

    Strengths and limits

    • FAQ deflection rate is high; merchants see real labor savings on routine queries.
    • Answers aren't price-aware, ad-aware or stock-aware — they're trained on the catalog.
    • No escalation path when sentiment, legal or chargeback risk enters the chat.
    • Helmsway integration: Lyro handles volume; Helmsway governs the reply in brand voice on the resolved path.

  4. Kudosi

    Dropshipping reviews

    Lane 4

    Kudosi is the review-import tool dropshippers reach for when their supplier-side reviews aren't following onto their new storefront. It's narrow on purpose: scrape, map, publish. Helmsway uses Kudosi-style review imports as an input but the lane we own is the response — every reply in the brand voice, escalated when sentiment or legal cross a threshold, and billed only when the reply lands and holds.

    Strengths and limits

    • Migration of supplier-side reviews into a Shopify storefront is fast.
    • No reply surface — review import without response governance is half a lane.
    • No tone-of-voice controls; brand voice is whatever the operator types.
    • Helmsway integration: Kudosi-style scraping feeds our review signal; Helmsway writes the reply in brand voice.

  5. Triple Whale

    DTC attribution

    Lane 5

    Triple Whale is the most cited attribution dashboard in DTC — the one that connects Meta, Google and TikTok spend to Shopify revenue and answers 'which ad set is profitable'. It stops at the dashboard. There are guardrails on the report, but no guardrails on the spend; an ad set can stay live while it bleeds, because no one is watching the marginal CAC live and pausing on a floor. Helmsway treats Triple Whale's attribution math as the input layer and writes its own ROAS-floor decision back to Meta and Google — the lever, the guardrail, and the bill on the pause that held.

    Strengths and limits

    • Attribution math is the industry's default; clean, widely trusted dashboards.
    • No auto-pause lever when an ad set drifts below the ROAS floor — it reports, it doesn't decide.
    • No link from a paused ad set back to repricing or restocking the same SKU.
    • Helmsway integration: Triple Whale is our attribution input; we add the guardrail + the lever that bills on the pause.

Where Helmsway fits

Five inputs, one auto-decision layer, one bill per resolved outcome.

Helmsway is not a sixth dashboard. It is the auto-decision layer that reads Prisync-style price signals, Prediko-style forecasts, Lyro-style support volume, Kudosi-style review supply and Triple Whale-style attribution — and decides which lever to pull inside the MAP corridor, the ROAS floor and the brand-voice boundaries you've set. Nothing bills unless the lever pulled and held. The comparison note above is one published artefact of that integration — the same calibration drives the actions feed any logged-in merchant sees on the dashboard.

See how the bill works