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235 Comments

Most "personalization" in cold email is just noise. Here's what actually gets replies.

Everyone says personalize your emails, but most of what people call personalization doesn't do much. A few things worth knowing before you burn hours researching the wrong stuff.

Someone who just started a new job is re-evaluating tools in their first 90 days. Company size tells you nothing about timing.

Hiring activity beats funding news now, people are numb to "congrats on the raise." A company hiring for a role tied to what you sell signals a real need happening right now. Something someone actually posted or said recently works way better than summarizing their LinkedIn headline back to them. That's the difference between "you read something of mine" and "you skimmed my profile."

Basically: anything tied to something that just changed beats a static fact about the person. Static facts are just a nicer mail-merge.
This is the exact problem I'm working on with DeepReachAI, researching these live signals instead of static profile facts.

Curious what's actually worked for you, and what you've dropped because it wasn't worth the research time.

deepreachai.tech

on September 23, 2026
  1. 1

    How did you decide this was worth building in the first place?

  2. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  3. 1

    Appreciate the honesty here, most people only share the wins.

  4. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  5. 1

    This is useful. How are you finding your first users so far?

  6. 1

    Curious how long it took before you saw the first real results?

  7. 1

    Really relatable. How much time do you put into this each week?

  8. 1

    Good write-up. What would you do differently if you started again?

  9. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  10. 1

    How did you decide this was worth building in the first place?

  11. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  12. 1

    Appreciate the honesty here, most people only share the wins.

  13. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  14. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  15. 1

    This is useful. How are you finding your first users so far?

  16. 1

    Good write-up. What would you do differently if you started again?

  17. 1

    Really relatable. How much time do you put into this each week?

  18. 1

    Curious how long it took before you saw the first real results?

  19. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  20. 1

    How did you decide this was worth building in the first place?

  21. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  22. 1

    Appreciate the honesty here, most people only share the wins.

  23. 1

    This is useful. How are you finding your first users so far?

  24. 1

    Good write-up. What would you do differently if you started again?

  25. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  26. 1

    Curious how long it took before you saw the first real results?

  27. 1

    Really relatable. How much time do you put into this each week?

  28. 1

    How did you decide this was worth building in the first place?

  29. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  30. 1

    Good write-up. What would you do differently if you started again?

  31. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  32. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  33. 1

    Curious how long it took before you saw the first real results?

  34. 1

    This is useful. How are you finding your first users so far?

  35. 1

    Really relatable. How much time do you put into this each week?

  36. 1

    Appreciate the honesty here, most people only share the wins.

  37. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  38. 1

    This is useful. How are you finding your first users so far?

  39. 1

    How did you decide this was worth building in the first place?

  40. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  41. 1

    Curious how long it took before you saw the first real results?

  42. 1

    Appreciate the honesty here, most people only share the wins.

  43. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  44. 1

    Good write-up. What would you do differently if you started again?

  45. 1

    Curious how long it took before you saw the first real results?

  46. 1

    How did you decide this was worth building in the first place?

  47. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  48. 1

    Appreciate the honesty here, most people only share the wins.

  49. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  50. 1

    This is useful. How are you finding your first users so far?

  51. 1

    Good write-up. What would you do differently if you started again?

  52. 1

    Really relatable. How much time do you put into this each week?

  53. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  54. 1

    How did you decide this was worth building in the first place?

  55. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  56. 1

    Appreciate the honesty here, most people only share the wins.

  57. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  58. 1

    Curious how long it took before you saw the first real results?

  59. 1

    Really relatable. How much time do you put into this each week?

  60. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  61. 1

    Good write-up. What would you do differently if you started again?

  62. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  63. 1

    Really relatable. How much time do you put into this each week?

  64. 1

    How did you decide this was worth building in the first place?

  65. 1

    This is useful. How are you finding your first users so far?

  66. 1

    Appreciate the honesty here, most people only share the wins.

  67. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  68. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  69. 1

    Curious how long it took before you saw the first real results?

  70. 1

    Good write-up. What would you do differently if you started again?

  71. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  72. 1

    How did you decide this was worth building in the first place?

  73. 1

    This is useful. How are you finding your first users so far?

  74. 1

    Appreciate the honesty here, most people only share the wins.

  75. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  76. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  77. 1

    Curious how long it took before you saw the first real results?

  78. 1

    How did you decide this was worth building in the first place?

  79. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  80. 1

    Appreciate the honesty here, most people only share the wins.

  81. 1

    This is useful. How are you finding your first users so far?

  82. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  83. 1

    Good write-up. What would you do differently if you started again?

  84. 1

    Curious how long it took before you saw the first real results?

  85. 1

    Really relatable. How much time do you put into this each week?

  86. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  87. 1

    Really relatable. How much time do you put into this each week?

  88. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  89. 1

    Curious how long it took before you saw the first real results?

  90. 1

    Good write-up. What would you do differently if you started again?

  91. 1

    Really relatable. How much time do you put into this each week?

  92. 1

    Good write-up. What would you do differently if you started again?

  93. 1

    Appreciate the honesty here, most people only share the wins.

  94. 1

    How did you decide this was worth building in the first place?

  95. 1

    This is useful. How are you finding your first users so far?

  96. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  97. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  98. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  99. 1

    Curious how long it took before you saw the first real results?

  100. 1

    How did you decide this was worth building in the first place?

  101. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  102. 1

    This is useful. How are you finding your first users so far?

  103. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  104. 1

    Appreciate the honesty here, most people only share the wins.

  105. 1

    Really relatable. How much time do you put into this each week?

  106. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  107. 1

    Good write-up. What would you do differently if you started again?

  108. 1

    Curious how long it took before you saw the first real results?

  109. 1

    Appreciate the honesty here, most people only share the wins.

  110. 1

    Interesting approach. What was the hardest part to get right?

  111. 1

    Really relatable. How much time do you put into this each week?

  112. 1

    Curious how long it took before you saw the first real results?

  113. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  114. 1

    How did you decide this was worth building in the first place?

  115. 1

    Appreciate the honesty here, most people only share the wins.

  116. 1

    This is useful. How are you finding your first users so far?

  117. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  118. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  119. 1

    Good write-up. What would you do differently if you started again?

  120. 1

    How did you decide this was worth building in the first place?

  121. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  122. 1

    Appreciate the honesty here, most people only share the wins.

  123. 1

    Really relatable. How much time do you put into this each week?

  124. 1

    This is useful. How are you finding your first users so far?

  125. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  126. 1

    Good write-up. What would you do differently if you started again?

  127. 1

    Curious how long it took before you saw the first real results?

  128. 1

    How did you decide this was worth building in the first place?

  129. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  130. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  131. 1

    Appreciate the honesty here, most people only share the wins.

  132. 1

    This is useful. How are you finding your first users so far?

  133. 1

    Good write-up. What would you do differently if you started again?

  134. 1

    Curious how long it took before you saw the first real results?

  135. 1

    Really relatable. How much time do you put into this each week?

  136. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  137. 1

    Appreciate the honesty here, most people only share the wins.

  138. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  139. 1

    Curious how long it took before you saw the first real results?

  140. 1

    Good write-up. What would you do differently if you started again?

  141. 1

    Really relatable. How much time do you put into this each week?

  142. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  143. 1

    How did you decide this was worth building in the first place?

  144. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  145. 1

    Appreciate the honesty here, most people only share the wins.

  146. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  147. 1

    Appreciate the honesty here, most people only share the wins.

  148. 1

    Appreciate the honesty here, most people only share the wins.

  149. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  150. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  151. 1

    Appreciate the honesty here, most people only share the wins.

  152. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  153. 1

    Appreciate the honesty here, most people only share the wins.

  154. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  155. 1

    Appreciate the honesty here, most people only share the wins.

  156. 1

    Appreciate the honesty here, most people only share the wins.

  157. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  158. 1

    How did you decide this was worth building in the first place?

  159. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  160. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  161. 1

    Good write-up. What would you do differently if you started again?

  162. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  163. 1

    Really relatable. How much time do you put into this each week?

  164. 1

    This is useful. How are you finding your first users so far?

  165. 1

    Appreciate the honesty here, most people only share the wins.

  166. 1

    Curious how long it took before you saw the first real results?

  167. 1

    Makes sense. Are you planning to charge for it, or keep it free for now?

  168. 1

    Good write-up. What would you do differently if you started again?

  169. 1

    What made you pick this stack over the alternatives?

  170. 1

    Solid lesson. Which channel has worked best for you so far?

  171. 1

    Helpful post. How did you get your first bit of traction?

  172. 1

    Helpful post. How did you get your first bit of traction?

  173. 1

    How did you decide this was worth building in the first place?

  174. 1

    Appreciate the honesty here, most people only share the wins.

  175. 1

    Curious how long it took before you saw the first real results?

  176. 1

    Really relatable. How much time do you put into this each week?

  177. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  178. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  179. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  180. 1

    Good write-up. What would you do differently if you started again?

  181. 1

    This is useful. How are you finding your first users so far?

  182. 1

    Appreciate the honesty here, most people only share the wins.

  183. 1

    Good write-up. What would you do differently if you started again?

  184. 1

    Really relatable. How much time do you put into this each week?

  185. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  186. 1

    How did you decide this was worth building in the first place?

  187. 1

    Curious how long it took before you saw the first real results?

  188. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  189. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  190. 1

    How did you decide this was worth building in the first place?

    1. 1

      Because I validated it for around 3 months

  191. 1

    Interesting take. Would you still recommend this approach to someone starting today?

    1. 1

      I mostly automated this approach

  192. 1

    Appreciate the honesty here, most people only share the wins.

  193. 1

    Really relatable. How much time do you put into this each week?

  194. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  195. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  196. 1

    Good write-up. What would you do differently if you started again?

  197. 1

    This is useful. How are you finding your first users so far?

  198. 1

    Curious how long it took before you saw the first real results?

  199. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  200. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  201. 1

    How did you decide this was worth building in the first place?

  202. 1

    Appreciate the honesty here, most people only share the wins.

  203. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  204. 1

    Really relatable. How much time do you put into this each week?

  205. 1

    Good write-up. What would you do differently if you started again?

  206. 1

    This is useful. How are you finding your first users so far?

  207. 1

    Curious how long it took before you saw the first real results?

  208. 1

    Clear and practical, thanks. Did anything surprise you along the way?

  209. 1

    Good write-up. What would you do differently if you started again?

    1. 1

      Would start with the complete pipeline instead of just one part of it

  210. 1

    How did you decide this was worth building in the first place?

  211. 1

    This is useful. How are you finding your first users so far?

  212. 1

    Appreciate the honesty here, most people only share the wins.

  213. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  214. 1

    Really relatable. How much time do you put into this each week?

  215. 1

    Curious how long it took before you saw the first real results?

    1. 1

      I validated the idea in the market for around 3 months before building and had around 100 people on waitlist

  216. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  217. 1

    Good write-up. What would you do differently if you started again?

  218. 1

    Curious how long it took before you saw the first real results?

  219. 1

    How did you decide this was worth building in the first place?

    1. 1

      When I faced the problem first hand

  220. 1

    Appreciate the honesty here, most people only share the wins.

  221. 1

    Interesting take. Would you still recommend this approach to someone starting today?

  222. 1

    Thanks for sharing the numbers, that makes it much easier to follow.

  223. 1

    Clear and practical, thanks. Did anything surprise you along the way?

    1. 1

      The mrr growth

  224. 1

    This is useful. How are you finding your first users so far?

  225. 1

    Really relatable. How much time do you put into this each week?

    1. 1

      Almost all of my time

  226. 1

    Really solid approach — I'm juggling something similar myself (building Xstream4K on the side), what's been the hardest part for you so far?

  227. 1

    Good point. Did you test that with users before committing to it?

    1. 1

      Yeah already having $250 in MRR and around 300 users