{
 "schema_version": "1.0",
 "id": "atto",
 "name": "Atto",
 "research_status": "researched",
 "vendor_domain": "attotime.com",
 "category": "Operations & Workflow",
 "task": "Time tracking, shifts & attendance",
 "summary": "Time tracking and timesheets for hourly and mobile teams. Track hours, breaks and locations with GPS and turn timesheets into payroll-ready reports.",
 "best_for": "hourly and mobile crews (construction, cleaning, field service) that want dead-simple clock-in/out, GPS-verified timesheets and payroll-ready exports",
 "skip_if": "office/knowledge teams (project-based trackers like Toggl fit better), or anywhere the team hasn't been brought along on why",
 "honest_knock": "Simple and honest pricing — the real conversation with any field-team tracker is the human one: GPS tracking of employees needs transparency and often consent (rules differ by country), and adoption dies the day the crew feels surveilled rather than served. Roll it out as 'accurate paychecks and fewer timesheet fights', involve the team, and the tool pays for itself; roll it out as surveillance and no feature list saves it.",
 "pricing": {
  "status": "public",
  "entry_price": "$5.65",
  "entry_price_terms": "per user a month billed annually (Starter)",
  "from_price_usd_month": 5.65,
  "plans": [
   {
    "name": "Starter",
    "price": "$5.65 per user per month, billed annually (or $6.95 billed monthly)",
    "includes": ""
   },
   {
    "name": "Plus",
    "price": "$7.95 per user per month, billed annually (or $9.95 billed monthly)",
    "includes": "job codes, breaks and notes"
   },
   {
    "name": "Advanced",
    "price": "$10.75 per user per month, billed annually (or $12.95 billed monthly)",
    "includes": "job costing"
   },
   {
    "name": "Expert",
    "price": "$16.55 per user per month, billed annually (or $19.95 billed monthly)",
    "includes": "talk to sales"
   }
  ],
  "plans_source": "summarised from pricing.notes; every plan name and amount appears verbatim in those notes",
  "notes": "(re-read 2026-09-24 from the plan data behind attotime.com/pricing; amounts unchanged since 5 Sep) Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales). Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95, so annual billing saves about 19% on Starter, 20% on Plus and 17% on Advanced and Expert. Payroll processing is an add-on at $5.95 per payroll user a month plus a $39.95 monthly base fee, with unlimited payroll runs, and is available to US-based businesses only. No base price and no setup fee on the plans themselves, unlimited jobs and locations, and a free sign-up to start: a 14-day trial without a credit card, after which nothing is charged unless you choose to subscribe. The pricing FAQ says there are no hidden charges or usage limits; the bill is the number of users. History: our earlier read put Starter at about $6.95 and the top tier at $19.95; the current ladder is lower on every rung.",
  "verified_at": "2026-09-24",
  "source_url": null,
  "schema_offer": {
   "price": 6.95,
   "currency": "USD",
   "description": "Starter per user, per month, billed month-to-month. From our pricing notes: “Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales).” Read on the vendor's own pricing page on 2026-10-23.",
   "page": "https://officesoftwaremarketplace.com/atto-review.html"
  },
  "source_quotes": [
   {
    "field": "price",
    "plan": "Advanced",
    "quote": "$10.75",
    "source_url": "https://attotime.com/pricing",
    "read_on": "2026-10-23"
   },
   {
    "field": "price",
    "plan": "Expert",
    "quote": "$16.55",
    "source_url": "https://attotime.com/pricing",
    "read_on": "2026-10-23"
   },
   {
    "field": "price",
    "plan": "Starter",
    "quote": "$5.65",
    "source_url": "https://attotime.com/pricing",
    "read_on": "2026-10-23"
   }
  ]
 },
 "free_plan": false,
 "free_plan_evidence": null,
 "cost_traps": [
  {
   "id": "per_seat",
   "label": "Per-seat pricing",
   "evidence": "(re-read 2026-09-24 from the plan data behind attotime.com/pricing; amounts unchanged since 5 Sep) Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales).",
   "verified_at": "2026-09-24",
   "source_url": null
  },
  {
   "id": "addons_extra",
   "label": "Key features are paid add-ons",
   "evidence": "Payroll processing is an add-on at $5.95 per payroll user a month plus a $39.95 monthly base fee, with unlimited payroll runs, and is available to US-based businesses only.",
   "verified_at": "2026-09-24",
   "source_url": null
  },
  {
   "id": "annual_lock",
   "label": "Annual commitment",
   "evidence": "Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95, so annual billing saves about 19% on Starter, 20% on Plus and 17% on Advanced and Expert.",
   "verified_at": "2026-09-24",
   "source_url": null
  }
 ],
 "compare_with": {
  "name": "Connecteam or Hubstaff",
  "why": "field-workforce rivals — Connecteam bundles ops features, Hubstaff leans monitoring; Atto wins on simplicity per dollar"
 },
 "links": {
  "record": "https://aibuildermarketplace.com/api/v1/products/atto.json",
  "review": "https://officesoftwaremarketplace.com/atto-review.html",
  "marketplace": "https://aibuildermarketplace.com/marketplace/atto/",
  "vendor_site": "https://attotime.com"
 },
 "purchase": {
  "seller": "the vendor",
  "how": "AIBuilder Marketplace does not sell this software. Sign up, start a trial or buy on the vendor's site.",
  "handoff_url": "https://affiliate.attotime.com/0yonlt43h0ny",
  "affiliate": false,
  "disclosure": "Where purchase.affiliate is true, purchase.handoff_url is an affiliate link: AIBuilder Marketplace may earn a commission at no extra cost to the buyer. Commission never changes what a record says, and products are not ranked by commission. Where it is false the link is the vendor's plain site."
 },
 "provenance": {
  "research": "hand-researched dossier, read on the vendor's own pages",
  "researched_since": "2026-07",
  "method": "https://aibuildermarketplace.com/how-we-review/",
  "license": "CC BY 4.0. Credit 'AIBuilder Marketplace' with a link to https://aibuildermarketplace.com/atlas/.",
  "note": "A rebuild is not a new measurement: pricing.verified_at is the date that matters."
 },
 "cost": {
  "status": "available",
  "engine": "https://aibuildermarketplace.com/agents/#cost",
  "rules": {
   "currency": "USD",
   "unit": "user",
   "axis": "users",
   "plans": [
    {
     "id": "starter",
     "name": "Starter",
     "model": "per_unit",
     "annual_month": 5.65,
     "monthly": 6.95,
     "evidence": "Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales). Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95"
    },
    {
     "id": "plus",
     "name": "Plus",
     "model": "per_unit",
     "annual_month": 7.95,
     "monthly": 9.95,
     "evidence": "Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales). Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95"
    },
    {
     "id": "advanced",
     "name": "Advanced",
     "model": "per_unit",
     "annual_month": 10.75,
     "monthly": 12.95,
     "evidence": "Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales). Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95"
    },
    {
     "id": "expert",
     "name": "Expert",
     "model": "per_unit",
     "annual_month": 16.55,
     "monthly": 19.95,
     "evidence": "Per user per month, billed annually: Starter $5.65, Plus $7.95 (job codes, breaks and notes), Advanced $10.75 (job costing), Expert $16.55 (talk to sales). Billed monthly the same tiers are $6.95, $9.95, $12.95 and $19.95"
    }
   ],
   "not_computable": [
    "Payroll add-on ($5.95 per payroll user a month plus a $39.95 monthly base fee, US businesses only) is not in these totals."
   ],
   "notes": [
    "Expert is listed with a price but marked 'talk to sales'."
   ],
   "rules_verified_at": "2026-10-23"
  },
  "growth": {
   "annual": {
    "product_id": "atto",
    "currency": "USD",
    "axis": "users",
    "unit": "user",
    "billing": "annual",
    "rows": [
     {
      "units": 1,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 5.65,
      "billed": {
       "amount": 67.8,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 5.65,
       "plus": 7.95,
       "advanced": 10.75,
       "expert": 16.55
      }
     },
     {
      "units": 2,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 11.3,
      "billed": {
       "amount": 135.6,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 11.3,
       "plus": 15.9,
       "advanced": 21.5,
       "expert": 33.1
      }
     },
     {
      "units": 3,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 16.95,
      "billed": {
       "amount": 203.4,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 16.95,
       "plus": 23.85,
       "advanced": 32.25,
       "expert": 49.65
      }
     },
     {
      "units": 5,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 28.25,
      "billed": {
       "amount": 339.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 28.25,
       "plus": 39.75,
       "advanced": 53.75,
       "expert": 82.75
      }
     },
     {
      "units": 10,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 56.5,
      "billed": {
       "amount": 678.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 56.5,
       "plus": 79.5,
       "advanced": 107.5,
       "expert": 165.5
      }
     },
     {
      "units": 15,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 84.75,
      "billed": {
       "amount": 1017.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 84.75,
       "plus": 119.25,
       "advanced": 161.25,
       "expert": 248.25
      }
     },
     {
      "units": 20,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 113.0,
      "billed": {
       "amount": 1356.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 113.0,
       "plus": 159.0,
       "advanced": 215.0,
       "expert": 331.0
      }
     },
     {
      "units": 25,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 141.25,
      "billed": {
       "amount": 1695.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 141.25,
       "plus": 198.75,
       "advanced": 268.75,
       "expert": 413.75
      }
     },
     {
      "units": 50,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 282.5,
      "billed": {
       "amount": 3390.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 282.5,
       "plus": 397.5,
       "advanced": 537.5,
       "expert": 827.5
      }
     },
     {
      "units": 100,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 565.0,
      "billed": {
       "amount": 6780.0,
       "every": "year"
      },
      "ranges": [],
      "per_plan": {
       "starter": 565.0,
       "plus": 795.0,
       "advanced": 1075.0,
       "expert": 1655.0
      }
     }
    ],
    "switch_points": [],
    "conflicts": [],
    "unknowns": [
     "Payroll add-on ($5.95 per payroll user a month plus a $39.95 monthly base fee, US businesses only) is not in these totals."
    ],
    "measured": [
     {
      "claim": "\"No credit card required\" and \"14 day free trial\"",
      "claim_source": "https://api.attotime.com/",
      "claim_read_on": "2026-10-21",
      "observed": "Sign-up asked for no card. On the day of sign-up the app already showed '13 days left in trial'.",
      "observed_on": "2026-10-23",
      "evidence": {
       "label": "Our test observations",
       "url": "https://officesoftwaremarketplace.com/atto-review.html#claim-vs-measured"
      },
      "plan": "Trial, no integrations",
      "comparability": "Card requirement: same quantity. Trial length: the app counts remaining days and may exclude the start day; the end date was not shown.",
      "status": "not_comparable",
      "buying_consequence": "You can test without a card. The app showed 13 days remaining on sign-up day; we did not record the exact end time, so we cannot determine whether the trial was shorter than 14 days.",
      "buyer_direction": null,
      "claim_changed_on": null,
      "status_label": "Not comparable",
      "review_url": "https://officesoftwaremarketplace.com/atto-review.html"
     }
    ]
   },
   "monthly": {
    "product_id": "atto",
    "currency": "USD",
    "axis": "users",
    "unit": "user",
    "billing": "monthly",
    "rows": [
     {
      "units": 1,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 6.95,
      "billed": {
       "amount": 6.95,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 6.95,
       "plus": 9.95,
       "advanced": 12.95,
       "expert": 19.95
      }
     },
     {
      "units": 2,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 13.9,
      "billed": {
       "amount": 13.9,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 13.9,
       "plus": 19.9,
       "advanced": 25.9,
       "expert": 39.9
      }
     },
     {
      "units": 3,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 20.85,
      "billed": {
       "amount": 20.85,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 20.85,
       "plus": 29.85,
       "advanced": 38.85,
       "expert": 59.85
      }
     },
     {
      "units": 5,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 34.75,
      "billed": {
       "amount": 34.75,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 34.75,
       "plus": 49.75,
       "advanced": 64.75,
       "expert": 99.75
      }
     },
     {
      "units": 10,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 69.5,
      "billed": {
       "amount": 69.5,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 69.5,
       "plus": 99.5,
       "advanced": 129.5,
       "expert": 199.5
      }
     },
     {
      "units": 15,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 104.25,
      "billed": {
       "amount": 104.25,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 104.25,
       "plus": 149.25,
       "advanced": 194.25,
       "expert": 299.25
      }
     },
     {
      "units": 20,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 139.0,
      "billed": {
       "amount": 139.0,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 139.0,
       "plus": 199.0,
       "advanced": 259.0,
       "expert": 399.0
      }
     },
     {
      "units": 25,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 173.75,
      "billed": {
       "amount": 173.75,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 173.75,
       "plus": 248.75,
       "advanced": 323.75,
       "expert": 498.75
      }
     },
     {
      "units": 50,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 347.5,
      "billed": {
       "amount": 347.5,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 347.5,
       "plus": 497.5,
       "advanced": 647.5,
       "expert": 997.5
      }
     },
     {
      "units": 100,
      "cheapest_plan": "starter",
      "cheapest_plan_name": "Starter",
      "total_month": 695.0,
      "billed": {
       "amount": 695.0,
       "every": "month"
      },
      "ranges": [],
      "per_plan": {
       "starter": 695.0,
       "plus": 995.0,
       "advanced": 1295.0,
       "expert": 1995.0
      }
     }
    ],
    "switch_points": [],
    "conflicts": [],
    "unknowns": [
     "Payroll add-on ($5.95 per payroll user a month plus a $39.95 monthly base fee, US businesses only) is not in these totals."
    ],
    "measured": [
     {
      "claim": "\"No credit card required\" and \"14 day free trial\"",
      "claim_source": "https://api.attotime.com/",
      "claim_read_on": "2026-10-21",
      "observed": "Sign-up asked for no card. On the day of sign-up the app already showed '13 days left in trial'.",
      "observed_on": "2026-10-23",
      "evidence": {
       "label": "Our test observations",
       "url": "https://officesoftwaremarketplace.com/atto-review.html#claim-vs-measured"
      },
      "plan": "Trial, no integrations",
      "comparability": "Card requirement: same quantity. Trial length: the app counts remaining days and may exclude the start day; the end date was not shown.",
      "status": "not_comparable",
      "buying_consequence": "You can test without a card. The app showed 13 days remaining on sign-up day; we did not record the exact end time, so we cannot determine whether the trial was shorter than 14 days.",
      "buyer_direction": null,
      "claim_changed_on": null,
      "status_label": "Not comparable",
      "review_url": "https://officesoftwaremarketplace.com/atto-review.html"
     }
    ]
   }
  }
 },
 "unknowns": [
  "Contract terms (cancellation, data export, data location, minimum seats) are not researched as separate fields; pricing.notes mentions them only where the vendor's pricing page does.",
  "Being verified: free trial and refund terms are not yet matched to a verbatim line on the vendor's own pages. Not matched does not mean there is none."
 ],
 "verification": {
  "price": "quoted",
  "free_trial": "being_verified",
  "refund": "being_verified"
 },
 "status_page": null,
 "measured": {
  "support": null,
  "onboarding": null,
  "inbox": {
   "timeline": {
    "signup_at": null,
    "messages": [
     {
      "received_at": "2026-10-23T19:07:01Z",
      "sender_name": "Atto team",
      "sender_domain": "attotime.com",
      "subject": "Welcome to Atto - Experience Simplified Workforce Management",
      "folder": "inbox",
      "offer": null
     },
     {
      "received_at": "2026-10-23T21:00:32Z",
      "sender_name": "Atto team",
      "sender_domain": "attotime.com",
      "subject": "[our name], let’s solve your team's biggest headaches",
      "folder": "inbox",
      "offer": null
     },
     {
      "received_at": "2026-10-24T19:00:18Z",
      "sender_name": "Atto team",
      "sender_domain": "attotime.com",
      "subject": "Add Your Team to Atto Today",
      "folder": "inbox",
      "offer": null
     },
     {
      "received_at": "2026-10-24T21:00:15Z",
      "sender_name": "Atto team",
      "sender_domain": "attotime.com",
      "subject": "Transform How You Track Time with Atto",
      "folder": "inbox",
      "offer": null
     },
     {
      "received_at": "2026-10-25T19:00:13Z",
      "sender_name": "Atto team",
      "sender_domain": "attotime.com",
      "subject": "Explore Atto's Location Monitoring Features",
      "folder": "inbox",
      "offer": null
     }
    ]
   },
   "window_start": "2026-10-22T22:00:00Z",
   "window_end": "2026-11-05T23:00:00Z",
   "window_days": 14,
   "time_basis": "signup_date_midnight_Europe_Amsterdam",
   "status": "partial",
   "observed_at": "2026-10-26T02:18:02.350595Z",
   "counts": {
    "transactional": 0,
    "onboarding_tips": 1,
    "sales_upsell": 0,
    "personal_looking_sales": 0
   },
   "first_sales_email_hours": null,
   "has_list_unsubscribe": true,
   "uncertain": 4,
   "after_cancel": {
    "status": "not_tested"
   },
   "after_deletion": {
    "status": "not_tested"
   },
   "after_unsubscribe": {
    "status": "not_tested"
   }
  },
  "invites": {
   "status": "not_tested",
   "default_on": "not_tested",
   "plus_accepted": "not_tested",
   "invitee_can_unsubscribe": "not_tested",
   "address_book_requested": "not_tested",
   "workspace_requested": "not_tested"
  },
  "entry_exit": {
   "signup": {
    "screens": "not_tested",
    "card_required": "not_tested",
    "call_required": "not_tested",
    "observed_on": null,
    "evidence_url": null
   },
   "cancel": {
    "screens": "not_tested",
    "call_required": "not_tested",
    "observed_on": null,
    "evidence_url": null
   }
  },
  "tested_on": "2026-10-23",
  "tested_by": "Our team; actor, account and scope are documented in the review.",
  "review_url": "https://officesoftwaremarketplace.com/atto-review.html",
  "method": [
   "Read the trial indicator and Team Activity dashboard",
   "Used the browser Time Clock to clock in",
   "Timed a first clock-in and clock-out session",
   "Left an unclocked interval before timing a second session",
   "Compared Reports > Timesheets with our stopwatch log",
   "Inspected the time-card editing and download controls"
  ],
  "claims": [
   {
    "claim": "\"No credit card required\" and \"14 day free trial\"",
    "claim_source": "https://api.attotime.com/",
    "claim_read_on": "2026-10-21",
    "observed": "Sign-up asked for no card. On the day of sign-up the app already showed '13 days left in trial'.",
    "observed_on": "2026-10-23",
    "evidence": {
     "label": "Our test observations",
     "url": "https://officesoftwaremarketplace.com/atto-review.html#claim-vs-measured"
    },
    "plan": "Trial, no integrations",
    "comparability": "Card requirement: same quantity. Trial length: the app counts remaining days and may exclude the start day; the end date was not shown.",
    "status": "not_comparable",
    "buying_consequence": "You can test without a card. The app showed 13 days remaining on sign-up day; we did not record the exact end time, so we cannot determine whether the trial was shorter than 14 days.",
    "buyer_direction": null,
    "claim_changed_on": null
   }
  ],
  "exit_test": null,
  "facts": {
   "trial_requires_card": {
    "value": "not_tested",
    "basis": "No explicit observation in the public evidence.",
    "observed_on": "2026-10-23",
    "evidence_url": "https://officesoftwaremarketplace.com/atto-review.html#hands-on"
   },
   "trial_duration_confirmed": {
    "value": "not_tested",
    "basis": "No explicit observation in the public evidence.",
    "observed_on": "2026-10-23",
    "evidence_url": "https://officesoftwaremarketplace.com/atto-review.html#hands-on"
   },
   "export_file_inspected": {
    "value": "not_tested",
    "basis": "No explicit observation in the public evidence.",
    "observed_on": "2026-10-23",
    "evidence_url": "https://officesoftwaremarketplace.com/atto-review.html#hands-on"
   },
   "export_reimport_tested": {
    "value": "not_tested",
    "basis": "No explicit observation in the public evidence.",
    "observed_on": "2026-10-23",
    "evidence_url": "https://officesoftwaremarketplace.com/atto-review.html#hands-on"
   },
   "export_direct_download": {
    "value": "not_tested",
    "basis": "No explicit observation in the public evidence.",
    "observed_on": "2026-10-23",
    "evidence_url": "https://officesoftwaremarketplace.com/atto-review.html#hands-on"
   },
   "marketing_emails_14d": {
    "value": "not_tested",
    "basis": "No complete unambiguous 14-day inbox observation available.",
    "observed_on": "2026-10-26",
    "evidence_url": null
   }
  }
 },
 "task_evidence": {
  "structured_checks": [],
  "sessions": [
   {
    "source": "session",
    "product_name": "Atto",
    "product_id": "atto",
    "run_date": "2026-10-23",
    "session_type": "hands_on",
    "what": "Tested by our team on 23 October 2026 during the free trial, without a card, without any payroll, Google or Microsoft connection, without installing the app and without inviting team members: Daan created the account and our AI assistant ran the test in Daan's browser. We clocked two work sessions of about two minutes from the browser with a gap of about a minute between them, timing every click with the browser clock, and compared the timesheet with what we measured.",
    "findings": [
     "Clocking in from the browser needed no app: the Time Clock page has a large CLOCK IN button, after which the status read 'On the Clock', location 'Web Clock In', job code Uncategorized, with options to add notes, take a break or add a job.",
     "We measured 132.7 s and 131.5 s of work (264.2 s, 4.40 minutes) with 71.4 s not clocked in between. Reports > Timesheets for that week showed Total Paid Hours 4m and Regular 4m, with no break counted: the gap rightly stayed out of the worked time. The overview shows whole minutes, so seconds cannot be checked there.",
     "On the day of sign-up the sidebar already said '13 days left in trial', against '14 day free trial' on the website. No card was asked.",
     "After clocking out, 'Earlier Today' listed 9:09pm Web Clock In and 9:11pm Web Clock Out, but the Total Hours counter on the clock page jumped back to 00h 00m 00s.",
     "Per employee the timesheet offers Edit Time Card, New Time Card and Details, with a Download button and tabs for Pay, Miles, Job Codes and Time Off. We saw no paywall on these screens during the trial, but did not edit or download anything."
    ],
    "not_tested": [
     "Editing a time card and whether the change can be traced (audit trail)",
     "Downloading or exporting the timesheet, and payroll",
     "The mobile app, GPS and geofencing, and breaks through Take Break",
     "Rounding rules in seconds (the overview shows whole minutes)",
     "What happens after the trial without a card"
    ],
    "report": null,
    "disclosure": null,
    "evidence_status": null,
    "result": "reported",
    "note": "Findings as written up after the session; no pass/fail per task was scored.",
    "claim_checks": [
     {
      "claim": "\"No credit card required\" and \"14 day free trial\"",
      "claim_source": "https://api.attotime.com/",
      "claim_read_on": "2026-10-21",
      "observed": "Sign-up asked for no card. On the day of sign-up the app already showed '13 days left in trial'.",
      "observed_on": "2026-10-23",
      "evidence": {
       "label": "Our test observations",
       "url": "https://officesoftwaremarketplace.com/atto-review.html#claim-vs-measured"
      },
      "plan": "Trial, no integrations",
      "comparability": "Card requirement: same quantity. Trial length: the app counts remaining days and may exclude the start day; the end date was not shown.",
      "status": "not_comparable",
      "buying_consequence": "You can test without a card. The app showed 13 days remaining on sign-up day; we did not record the exact end time, so we cannot determine whether the trial was shorter than 14 days.",
      "buyer_direction": null,
      "claim_changed_on": null
     }
    ],
    "claim_checks_note": "A vendor claim (quoted, with source and read date) set against what we observed in this session on the plan stated. status is confirmed, contradicted, not_comparable, not_testable or out_of_date; it is not a score of the product.",
    "in_catalog": true
   }
  ]
 },
 "open_questions": [
  {
   "question_id": "atto:cancellation_terms",
   "key": "cancellation_terms",
   "question": "Can a customer cancel at any time, and what happens to an annual plan that is cancelled mid-term?",
   "status": "open"
  },
  {
   "question_id": "atto:data_export",
   "key": "data_export",
   "question": "Which data can a customer export, in which formats, on which plans?",
   "status": "open"
  },
  {
   "question_id": "atto:data_location",
   "key": "data_location",
   "question": "Where is customer data stored, and can a customer choose the region?",
   "status": "open"
  },
  {
   "question_id": "atto:pricing_gap_1",
   "key": "pricing_gap_1",
   "question": "Our price check could not put a number on this part of the cost: Payroll add-on ($5.95 per payroll user a month plus a $39.95 monthly base fee, US businesses only) is not in these totals. Can you publish the price or the rule?",
   "status": "open"
  }
 ],
 "vendor_answers": [],
 "agent_channels": {
  "vendor_mcp": null,
  "agent_checkout": {
   "status": "not_checked",
   "detail": "We could not read the vendor's pages as plain HTML.",
   "checked_at": "2026-10-07",
   "method": "homepage, /pricing and the pricing page we cite, read as plain HTML (no JavaScript) and searched for explicit support of purchases by AI agents: Agentic Commerce Protocol, Instant Checkout, Agent Payments Protocol, buy in ChatGPT, agentic checkout"
  }
 }
}