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PreviewYou’re looking at a demo workspace in fixture mode — no real subscribers, no real spend.
Closed Loop Enrich

Runs

A run enriches one list, cheapest step first, in batches it can pause, resume and pick up again after a restart. Spend is what was actually charged; the free stages charge nothing.

ListStatusStagesProgressSpentCapStartedActions
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Sample-first demoSample ready — decidefixture
  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 58 found · 58 from cache · $0.02 spent
99%$0.02$1.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0025 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Phone 48 / 48 · 17 found · $0.2131 spent
100%$0.2131—25 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Work email 48 / 48 · 6 found · $0.0182 spent
100%$0.0182—24 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Work email 48 / 48 · 0 found
100%$0.00—24 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Company signals 500 / 500 · 319 found · 173 from cache · $0.2328 spent
100%$0.2328—24 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Company signals 500 / 500 · 220 found · 173 from cache · $0.0739 spent
100%$0.0739—24 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture
  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Person match 134 / 134 · 79 found · 79 from cache · $0.036 spent
100%$0.036$3.0024 Oct 2026
Preview · 500 synthetic subscribersCompletedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 500 / 500 · 500 found
  • Domain intelligence 500 / 500 · 500 found · 500 from cache
  • Engagement 500 / 500 · 483 found
  • Email verification 500 / 500 · 435 found · 500 from cache
  • Person match 500 / 500 · 345 found · 341 from cache · $0.2426 spent
  • AI grading 500 / 500 · 48 qualified · 500 from cache
100%$0.2426—24 Oct 2026
Newsletter subscribers (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 160 / 160 · 160 found
  • Domain intelligence 160 / 160 · 160 found · 160 from cache
  • Engagement 160 / 160 · 156 found
  • Person match 160 / 160 · 89 found · 1 from cache · $0.208 spent
  • AI grading 160 / 160 · 10 qualified · 1 from cache
100%$0.208$1.0024 Oct 2026
Operator Digest (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 172 / 172 · 172 found
  • Domain intelligence 172 / 172 · 172 found · 172 from cache
  • Engagement 172 / 172 · 0 found
  • Person match 172 / 172 · 97 found · 4 from cache · $0.218 spent
  • AI grading 172 / 172 · 11 qualified
100%$0.218$1.0024 Oct 2026
Weekly Brief (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 198 / 198 · 198 found
  • Domain intelligence 198 / 198 · 198 found · 198 from cache
  • Engagement 198 / 198 · 191 found
  • Person match 198 / 198 · 102 found · 2 from cache · $0.254 spent
  • AI grading 198 / 198 · 14 qualified · 1 from cache
100%$0.254$1.0024 Oct 2026
Growth Notes (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 210 / 210 · 210 found
  • Domain intelligence 210 / 210 · 210 found · 210 from cache
  • Engagement 210 / 210 · 202 found
  • Person match 210 / 210 · 108 found · 1 from cache · $0.232 spent
  • AI grading 210 / 210 · 25 qualified
100%$0.232$1.0023 Oct 2026
The Signal Stack (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 186 / 186 · 186 found
  • Domain intelligence 186 / 186 · 186 found · 186 from cache
  • Engagement 186 / 186 · 183 found
  • Person match 186 / 186 · 94 found · $0.208 spent
  • AI grading 186 / 186 · 24 qualified
100%$0.208$1.0023 Oct 2026
The Operator Brief (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 74 found · 74 from cache · $0.046 spent
  • AI grading 100 / 100 · 26 qualified · 100 from cache
100%$0.046$1.0023 Oct 2026
The Operator Brief (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 74 found · 74 from cache · $0.046 spent
  • AI grading 100 / 100 · 26 qualified · 100 from cache
100%$0.046$1.0023 Oct 2026
The Operator Brief (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 74 found · 74 from cache · $0.046 spent
  • AI grading 100 / 100 · 26 qualified · 100 from cache
100%$0.046$1.0023 Oct 2026
The Operator Brief (sample)Completedfixture

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 74 found · $0.194 spent
  • AI grading 100 / 100 · 26 qualified
100%$0.194$1.0023 Oct 2026
The Operator Brief (sample)Completedfixture

Some grades come from the rubric's rules, not the AI: Graded by the rubric's rules: this run may not spend Closed Loop AI credit.

Rubric: B2B buyers in my newsletter (preview) · version 1

  • Normalise 100 / 100 · 100 found
  • Domain intelligence 100 / 100 · 100 found · 100 from cache
  • Engagement 100 / 100 · 100 found
  • Person match 100 / 100 · 0 found · $0.194 spent
  • AI grading 100 / 100 · 0 qualified
100%$0.194$1.0023 Oct 2026
The Operator Brief (sample)Completed
  • Normalise 240 / 240 · 240 found
  • Domain intelligence 240 / 240 · 240 found · 240 from cache
  • Engagement 240 / 240 · 234 found
100%$0.00$0.0023 Oct 2026
E29b matrix click-through mvkufalm (synthetic)Completedfixture

Rubric: E8b buyers mvkb3icm (v2) · version 2

  • Normalise 7 / 7 · 7 found
  • Domain intelligence 7 / 7 · 0 found · 7 from cache
  • Engagement 7 / 7 · 7 found
  • Person match 7 / 7 · 5 found · 7 from cache · $0.00 spent
  • AI grading 7 / 7 · 3 qualified · 7 from cache
100%$0.00$1.0023 Oct 2026
E29b matrix click-through mvktxlxh (synthetic)Completedfixture

Some grades come from the rubric's rules, not the AI: Graded by the rubric's rules: this run may not spend Closed Loop AI credit.

Rubric: E8b buyers mvkb3icm (v2) · version 2

  • Normalise 7 / 7 · 7 found
  • Domain intelligence 7 / 7 · 0 found · 7 from cache
  • Engagement 7 / 7 · 7 found
  • Person match 7 / 7 · 5 found · 6 from cache · $0.002 spent
  • AI grading 7 / 7 · 3 qualified · 6 from cache
100%$0.002$1.0023 Oct 2026
E29 report click-through mvksxjk2 (synthetic)Completedfixture

Some grades come from the rubric's rules, not the AI: Graded by the rubric's rules: this run may not spend Closed Loop AI credit.

Rubric: E8b buyers mvkb3icm (v2) · version 2

  • Normalise 6 / 6 · 6 found
  • Domain intelligence 6 / 6 · 0 found · 4 from cache
  • Engagement 6 / 6 · 6 found
  • Person match 6 / 6 · 5 found · 4 from cache · $0.004 spent
  • AI grading 6 / 6 · 3 qualified · 4 from cache
100%$0.004$1.0023 Oct 2026
E9 wizard click-through mvkcb8k3 (synthetic)Completedfixture

Rubric: E8b buyers mvkb3icm (v2) · version 2

  • Normalise 4 / 4 · 4 found
  • Domain intelligence 4 / 4 · 0 found · 4 from cache
  • Engagement 4 / 4 · 4 found
  • Person match 3 / 3 · 2 found · 3 from cache · $0.00 spent
  • AI grading 3 / 3 · 2 qualified · 3 from cache
100%$0.00$1.0023 Oct 2026
E8b click-through mvkb3icm (synthetic)Completed

Some grades come from the rubric's rules, not the AI: Graded by the rubric's rules: this run may not spend Closed Loop AI credit.

Rubric: E8b buyers mvkb3icm (v2) · version 2

  • Normalise 4 / 4 · 4 found
  • Domain intelligence 4 / 4 · 0 found · 4 from cache
  • Engagement 4 / 4 · 4 found
  • AI grading 4 / 4 · 2 qualified
100%$0.00$0.0023 Oct 2026
E8b click-through mvkb3icm (synthetic)Completedfixture
  • Normalise 4 / 4 · 4 found
  • Domain intelligence 4 / 4 · 0 found · 3 from cache
  • Engagement 4 / 4 · 4 found
  • Person match 4 / 4 · 3 found · 3 from cache · $0.002 spent
100%$0.002$1.0023 Oct 2026
E7b click-through (synthetic)Completedfixture
  • Normalise 4 / 4 · 4 found
  • Domain intelligence 4 / 4 · 0 found · 4 from cache
  • Engagement 4 / 4 · 4 found
  • Person match 4 / 4 · 2 found · $0.006 spent
100%$0.006$1.0023 Oct 2026
E7b click-through (synthetic)Completedfixture
  • Normalise 4 / 4 · 4 found
  • Domain intelligence 4 / 4 · 0 found
  • Engagement 4 / 4 · 4 found
  • Person match 4 / 4 · 0 found · $0.00 spent
100%$0.00$1.0023 Oct 2026